Export Report
OVERALL SCORE
Level 2, Agent-Limited
- AI Discoverability 26 out of 100
- Agent Ease of Use 6 out of 100
- Security & Trust 60 out of 100
- GEO, AIO and AEO 67 out of 100
- SEO 85 out of 100
- Performance and Accessibility 54 out of 100
What AI sees of your website
Ford® - New Hybrid & Electric Vehicles, SUVs, Crossovers, Trucks, Vans & Cars
Ford® is Built for America. Discover the latest lineup in new Ford vehicles! Explore hybrid & electric vehicle options, see photos, build & price, search inventory, view pricing & incentives & see the latest technology & news happening at...
Next step
Turn this report into a fix workflow
28 failed checks are ready to move into MCP or CLI remediation. Generate a repair prompt, connect the scanner to your coding agent, or open the integration docs before your next rescan.
| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 26 | Priority fix | 5 | 15 | 1 | View details |
| Discoverability | 17 | Priority fix | 2 | 7 | 0 | View details |
| Content Readiness | 30 | Priority fix | 2 | 5 | 1 | View details |
| Bot Access Control | 33 | Priority fix | 1 | 3 | 0 | View details |
| Agent Ease of Use | 6 | Priority fix | 4 | 25 | 3 | View details |
| API | 0 | Priority fix | 0 | 4 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 0 | 5 | 0 | View details |
| MCP | 13 | Priority fix | 0 | 6 | 2 | View details |
| Skill Discovery | 5 | Priority fix | 0 | 10 | 1 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 67 | Needs work | 4 | 3 | 12 | View details |
| GEO Readiness | 80 | Mostly ready | 1 | 0 | 4 | |
| AIO Readiness | 57 | Needs work | 2 | 2 | 3 | View details |
| AEO Readiness | 63 | Needs work | 1 | 1 | 5 | View details |
| SEO | 85 | Mostly ready | 9 | 2 | 0 | View details |
| SEO | 85 | Mostly ready | 9 | 2 | 0 | View details |
| Security & Trust | 60 | Needs work | 5 | 2 | 0 | View details |
| Security & Trust | 60 | Needs work | 3 | 2 | 0 | View details |
| AI Training Exposure | Not Applicable | Not Applicable | 2 | 0 | 0 | |
| Performance and Accessibility | 54 | Needs work | 15 | 12 | 0 | View details |
| Performance | 36 | Priority fix | 10 | 10 | 0 | View details |
| Accessibility | 87 | Mostly ready | 5 | 2 | 0 | View details |
Prioritized recommendations
Issues ranked by score impact
59 items need attention
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
50 Fail
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
Needs attention
API Catalog
Issue
The API catalog endpoint could not be fetched.
Why it matters
API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.
Check name
API Catalog
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish an API catalog for automated API discovery using RFC 9727.
Result
API Catalog failed at "Fetch API catalog".
Validation steps
Fetch API catalog
The API catalog endpoint could not be fetched.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch API catalog",
"status": "fail",
"evidence": {
"error": "TimeoutError: The operation was aborted due to timeout"
},
"issue": "The API catalog endpoint could not be fetched.",
"howToFix": "Publish /.well-known/api-catalog as application/linkset+json."
}
]
}AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
50 Fail
AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
Needs attention
Content Signal
Issue
No Content Signal found in robots.txt
Why it matters
Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.
Check name
Content Signal
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Declare AI content usage preferences with Content Signal in robots.txt.
Result
Content Signal is missing or incomplete.
Evidence
{
"signals": [],
"ai-train": false,
"search": false,
"ai-input": false
}Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
50 Fail
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
Needs attention
Content-Security-Policy
Issue
Content-Security-Policy is missing or incomplete.
Why it matters
Content Security Policy limits where scripts, styles, frames, and connections can load from, reducing the impact of injection bugs.
Check name
Content-Security-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Constrain script, style, frame, and resource loading with a Content-Security-Policy header.
Result
Content-Security-Policy is missing or incomplete.
Evidence
{
"header": "content-security-policy",
"value": null
}Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
50 Fail
Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
Needs attention
OpenAPI discovery
Issue
No valid OpenAPI or Swagger document was found at expected paths.
Why it matters
OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.
Check name
OpenAPI discovery
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish a valid OpenAPI or Swagger document for API discovery.
Result
OpenAPI discovery failed at "Find valid OpenAPI document".
Validation steps
Find valid OpenAPI document
No valid OpenAPI or Swagger document was found at expected paths.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Find valid OpenAPI document",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/openapi.json",
"error": "TimeoutError: The operation was aborted due to timeout"
},
{
"path": "/openapi.yaml",
"error": "TimeoutError: The operation was aborted due to timeout"
},
{
"path": "/swagger.json",
"error": "TimeoutError: The operation was aborted due to timeout"
},
{
"path": "/swagger.yaml",
"error": "TimeoutError: The operation was aborted due to timeout"
},
{
"path": "/api/openapi.json",
"error": "TimeoutError: The operation was aborted due to timeout"
},
{
"path": "/api/swagger.json",
"error": "TimeoutError: The operation was aborted due to timeout"
},
{
"path": "/docs/openapi.json",
"error": "TimeoutError: The operation was aborted due to timeout"
}
]
},
"issue": "No valid OpenAPI or Swagger document was found at expected paths.",
"howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
}
]
}Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
50 Fail
Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
Needs attention
Referrer-Policy
Issue
Referrer-Policy is missing or incomplete.
Why it matters
Referrer-Policy controls how much URL context is sent to other origins, limiting accidental leakage of paths, queries, and identifiers.
Check name
Referrer-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Limit how much referrer data leaves the site.
Result
Referrer-Policy is missing or incomplete.
Evidence
{
"header": "referrer-policy",
"value": null
}AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
50 Fail
AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
Needs attention
Web Bot Auth request signing
Issue
Web Bot Auth request signing was not found at the expected path.
Why it matters
Web Bot Auth discovery lets servers and clients find signing keys for bot identity workflows based on HTTP Message Signatures.
Check name
Web Bot Auth request signing
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Advertise HTTP Message Signatures keys when this site operates signed bot clients or supports Web Bot Auth workflows.
Result
Web Bot Auth request signing failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Web Bot Auth request signing was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/http-message-signatures-directory",
"error": "TimeoutError: The operation was aborted due to timeout"
}
]
},
"issue": "Web Bot Auth request signing was not found at the expected path.",
"howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
}
]
}AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch to find resource".
25 Fail
AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch to find resource".
Needs attention
llms.txt
Issue
llms.txt was not found at the expected path.
Why it matters
llms.txt gives language-model clients a concise, curated summary of important site context and links before they crawl broadly.
Check name
llms.txt
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Emerging recommendation
Goal
Publish llms.txt to summarize agent-readable site guidance.
Result
llms.txt failed at "Fetch to find resource".
Validation steps
Fetch to find resource
llms.txt was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/llms.txt",
"statusCode": 404,
"contentType": "text/html;charset=utf-8",
"length": 1277342
},
{
"path": "/llms-full.txt",
"statusCode": 404,
"contentType": "text/html;charset=utf-8",
"length": 1277342
}
]
},
"issue": "llms.txt was not found at the expected path.",
"howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Fetch Markdown variant".
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Fetch Markdown variant".
Needs attention
Markdown negotiation
Issue
Failed to fetch with Accept: text/markdown: TimeoutError: The operation was aborted due to timeout
Why it matters
Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.
Check name
Markdown negotiation
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Return HTML responses as markdown when agents request it.
Result
Markdown negotiation failed at "Fetch Markdown variant".
Validation steps
Fetch Markdown variant
Failed to fetch with Accept: text/markdown: TimeoutError: The operation was aborted due to timeout
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch Markdown variant",
"status": "fail",
"evidence": {
"error": "TimeoutError: The operation was aborted due to timeout"
},
"issue": "Failed to fetch with Accept: text/markdown: TimeoutError: The operation was aborted due to timeout",
"howToFix": "Support text/markdown responses for agent-readable pages."
}
]
}Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
25 Fail
Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
Needs attention
MCP Server Card
Issue
MCP Server Card was not found at the expected path.
Why it matters
MCP Server Cards help agents discover server transports, capabilities, and protocol details before opening an MCP session.
Check name
MCP Server Card
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Publish an MCP Server Card for agent discovery.
Result
MCP Server Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
MCP Server Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/mcp/server-card.json",
"error": "TimeoutError: The operation was aborted due to timeout"
},
{
"path": "/.well-known/mcp/server-cards.json",
"error": "TimeoutError: The operation was aborted due to timeout"
},
{
"path": "/.well-known/mcp.json",
"error": "TimeoutError: The operation was aborted due to timeout"
}
]
},
"issue": "MCP Server Card was not found at the expected path.",
"howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
}
]
}Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
25 Fail
Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
Needs attention
mcp.json
Issue
mcp.json was not found at the expected path.
Why it matters
MCP clients need trustworthy server metadata, protocol version, transport details, and capability hints before connecting to a remote MCP server.
Check name
mcp.json
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Expose a stable MCP server metadata document that points agents to the site's MCP endpoint.
Result
mcp.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
mcp.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/mcp.json",
"error": "TimeoutError: The operation was aborted due to timeout"
},
{
"path": "/.well-known/mcp.json",
"error": "TimeoutError: The operation was aborted due to timeout"
},
{
"path": "/.well-known/mcp/server-card.json",
"error": "TimeoutError: The operation was aborted due to timeout"
}
]
},
"issue": "mcp.json was not found at the expected path.",
"howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
Needs attention
Semantic HTML
Issue
Semantic HTML is incomplete: invalid h1 (found 3); skipped heading levels; 3 links missing accessible names; 6 buttons missing accessible names; 4/6 applicable form inputs have autocomplete attributes (2 missing).
Details
Why it matters
Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.
Check name
Semantic HTML
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose readable page structure through semantic HTML and accessible controls.
Result
Semantic HTML is missing or incomplete.
Evidence
{
"main": true,
"nav": true,
"footer": true,
"meaningfulH1": false,
"headingOrder": false,
"accessibleLinks": false,
"accessibleButtons": false,
"imageAltCoverage": true,
"formAutocompleteCoverage": false,
"details": {
"inaccessibleLinks": [
"<a class=\"footer-main__link\" target=\"_self\"> </a>",
"<a class=\"footer-skinny__logo hide-on-mobile\" href=\"https://www.ford.com\"> <svg height=\"33\" width=\"84\"> <title/> <use href=\"#footer-skinny-logo\"/> </svg> </a>",
"<a class=\"footer-skinny__logo hide-on-desktop\"> <svg height=\"30\" width=\"80\"> <title/> <use href=\"#footer-skinny-logo\"/> </svg> </a>"
],
"inaccessibleButtons": [
"<button class=\"btnClosedCaption opencc\" aria-live=\"off\"> <svg class=\"ccIcon\" xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"> <mask id=\"mask0_3965_17922\" style=\"mask-type:alpha\" maskUnits=\"userSpaceOnUse\" x=\"0\" y=\"0\" width=\"24\" height=\"24\"> <rect width=\"24\" height=\"24\" fill=\"white\"/> </mask> <g mask=\"url(#mask0_3965_17922)\"> <path d=\"M5 20C4.45 20 3.97917 19.8042 3.5875 19.4125C3.19583 19.0208 3 18.55 3 18V6C3 5.45 3.19583 4.97917 3.5875 4.5875C3.97917 4",
"<button class=\"btnMuteUnmute unmute\" aria-live=\"off\"> <svg class=\"muteIcon\" xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 18 18\" fill=\"none\"> <path d=\"M16 8.9999C16 7.61657 15.6333 6.35407 14.9 5.2124C14.1667 4.07074 13.1833 3.21657 11.95 2.6499C11.7 2.53324 11.5167 2.35407 11.4 2.1124C11.2833 1.87074 11.2667 1.6249 11.35 1.3749C11.45 1.10824 11.6292 0.916569 11.8875 0.799902C12.1458 0.683236 12.4083 0.683236 12.675 0.799902C14.2917 1.51657 15.5833 2.6124 16.55 4.0874C17",
"<button class=\"btnClosedCaption opencc\" aria-live=\"off\"> <svg class=\"ccIcon\" xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"> <mask id=\"mask0_3965_17922\" style=\"mask-type:alpha\" maskUnits=\"userSpaceOnUse\" x=\"0\" y=\"0\" width=\"24\" height=\"24\"> <rect width=\"24\" height=\"24\" fill=\"white\"/> </mask> <g mask=\"url(#mask0_3965_17922)\"> <path d=\"M5 20C4.45 20 3.97917 19.8042 3.5875 19.4125C3.19583 19.0208 3 18.55 3 18V6C3 5.45 3.19583 4.97917 3.5875 4.5875C3.97917 4",
"<button class=\"btnMuteUnmute unmute\" aria-live=\"off\"> <svg class=\"muteIcon\" xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 18 18\" fill=\"none\"> <path d=\"M16 8.9999C16 7.61657 15.6333 6.35407 14.9 5.2124C14.1667 4.07074 13.1833 3.21657 11.95 2.6499C11.7 2.53324 11.5167 2.35407 11.4 2.1124C11.2833 1.87074 11.2667 1.6249 11.35 1.3749C11.45 1.10824 11.6292 0.916569 11.8875 0.799902C12.1458 0.683236 12.4083 0.683236 12.675 0.799902C14.2917 1.51657 15.5833 2.6124 16.55 4.0874C17",
"<button class=\"btnClosedCaption opencc\" aria-live=\"off\"> <svg class=\"ccIcon\" xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"> <mask id=\"mask0_3965_17922\" style=\"mask-type:alpha\" maskUnits=\"userSpaceOnUse\" x=\"0\" y=\"0\" width=\"24\" height=\"24\"> <rect width=\"24\" height=\"24\" fill=\"white\"/> </mask> <g mask=\"url(#mask0_3965_17922)\"> <path d=\"M5 20C4.45 20 3.97917 19.8042 3.5875 19.4125C3.19583 19.0208 3 18.55 3 18V6C3 5.45 3.19583 4.97917 3.5875 4.5875C3.97917 4",
"<button class=\"btnMuteUnmute unmute\" aria-live=\"off\"> <svg class=\"muteIcon\" xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" viewBox=\"0 0 18 18\" fill=\"none\"> <path d=\"M16 8.9999C16 7.61657 15.6333 6.35407 14.9 5.2124C14.1667 4.07074 13.1833 3.21657 11.95 2.6499C11.7 2.53324 11.5167 2.35407 11.4 2.1124C11.2833 1.87074 11.2667 1.6249 11.35 1.3749C11.45 1.10824 11.6292 0.916569 11.8875 0.799902C12.1458 0.683236 12.4083 0.683236 12.675 0.799902C14.2917 1.51657 15.5833 2.6124 16.55 4.0874C17"
],
"missingAutocompleteInputs": [
"<input type=\"text\" class=\"zipcode-overlay__input\" aria-label=\"ZIP code\" maxlength=\"5\">",
"<input id=\"vendor-search-handler\" type=\"text\" name=\"vendor-search-handler\" placeholder=\"Search…\" aria-label=\"Cookie list search\">"
],
"imagesMissingAlt": [
"<img src=\"https://www.ford.com/akam/13/pixel_1c7f9012?a=dD04YjE2ODBmOTc1YjlmYTVkNjRmZmZkZjllMDcxMTRlMGQyZDQxMjMzJmpzPW9mZg==\" style=\"visibility: hidden; position: absolute; left: -999px; top: -999px;\">"
],
"skippedHeadingLevels": [
"h2: Find local incentives",
"h2: Find local incentives",
"h6: Recent Searches",
"h6: Suggested Searches",
"h6: Search History",
"h6: Recent Searches",
"h6: Suggested Searches",
"h6: Search History",
"h2: You are now leaving www.ford.com.",
"h1: Employee Pricing for All You Pay What We Pay",
"h1: 2027 Bronco Filson Refuse to Compromise",
"h2: Featured Offers",
"h1: Find Your Ford",
"h2: Technology",
"h3: BlueCruise™",
"h3: Ford Co-Pilot360® Technology",
"h2: Buying A Ford",
"h2: Build & Price",
"h2: Find a Dealer",
"h2: Pre-Qualify",
"h2: Search Inventory",
"h2: The Ford Owner Experience",
"h3: Ford Mobile Service",
"h3: Ford Pickup & Delivery",
"h3: Ford Rewards",
"h2: Vehicle Spotlight",
"h2: Send Me Updates",
"h2: You are now leaving www.ford.com.",
"h2: Please choose a language",
"h2: Note",
"h2: 1",
"h2: 2",
"h2: 3",
"h2: 4",
"h2: 5",
"h2: 6",
"h2: 7",
"h2: 8",
"h2: 9",
"h2: 10",
"h2: 12",
"h2: 13",
"h2: 14",
"h2: 15",
"h2: 16",
"h2: 17",
"h2: 18",
"h2: 19",
"h2: 20",
"h2: 21",
"h2: 22",
"h2: 23",
"h2: 24",
"h2: 25",
"h2: 26",
"h2: 27",
"h2: 28",
"h2: 31",
"h2: 34",
"h2: 35",
"h2: 36",
"h2: 39",
"h2: 50",
"h2: 63",
"h2: 64",
"h2: 68",
"h2: 69",
"h2: 70",
"h2: 72",
"h2: 74",
"h2: 76",
"h2: 78",
"h2: 79",
"h2: 125",
"h2: 127",
"h2: 161",
"h2: 162",
"h2: 164",
"h2: 166",
"h2: 168",
"h2: 171",
"h2: 172",
"h2: 173",
"h2: 174",
"h2: 177",
"h2: 178",
"h2: 180",
"h2: 181",
"h2: 182",
"h2: 183",
"h2: 184",
"h2: 185",
"h2: 186",
"h2: 188",
"h2: 189",
"h2: 190",
"h2: 191",
"h2: 192",
"h2: 193",
"h2: 194",
"h2: 195",
"h2: All Vehicles",
"h2: Shop",
"h2: Finance",
"h2: Experience Ford",
"h2: Support",
"h2: Follow Ford",
"h2: You are now leaving www.ford.com",
"h2: Cookie Preference Center",
"h4: Allow Sales and Sharing for Targeted Advertising",
"h4: About Opt-Out Preference Signals",
"h3: Cookie List"
]
},
"counts": {
"h1": 3,
"headings": 112,
"links": 146,
"inaccessibleLinks": 3,
"buttons": 115,
"inaccessibleButtons": 6,
"images": 33,
"imagesWithAlt": 32,
"autocompleteInputs": 6,
"inputsWithAutocomplete": 4,
"missingAutocompleteInputs": 2
}
}Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
25 Fail
Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
Needs attention
WebMCP manifest
Issue
WebMCP manifest was not found at the expected path.
Why it matters
A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.
Check name
WebMCP manifest
Score
0/100
Status
fail
Category
MCP
Maturity
Informational
Goal
Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.
Result
WebMCP manifest failed at "Fetch to find resource".
Validation steps
Fetch to find resource
WebMCP manifest was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/webmcp.json",
"error": "TimeoutError: The operation was aborted due to timeout"
},
{
"path": "/webmcp.json",
"error": "TimeoutError: The operation was aborted due to timeout"
},
{
"path": "/mcp.json",
"error": "TimeoutError: The operation was aborted due to timeout"
}
]
},
"issue": "WebMCP manifest was not found at the expected path.",
"howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
Needs attention
A2A Agent Card
Issue
A2A Agent Card was not found at the expected path.
Why it matters
A2A Agent Cards let compatible clients discover agent skills, input and output modes, and the endpoint used to invoke those skills.
Check name
A2A Agent Card
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent card so A2A-compatible clients can discover capabilities.
Result
A2A Agent Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
A2A Agent Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-card.json",
"error": "TimeoutError: The operation was aborted due to timeout"
},
{
"path": "/.well-known/a2a/agent-card.json",
"error": "TimeoutError: The operation was aborted due to timeout"
},
{
"path": "/agent-card.json",
"error": "TimeoutError: The operation was aborted due to timeout"
}
]
},
"issue": "A2A Agent Card was not found at the expected path.",
"howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
Needs attention
Agent Skills index
Issue
Agent Skills index was not found at the expected path.
Why it matters
An Agent Skills index lets clients find task-specific SKILL.md documents that describe how to use site capabilities correctly.
Check name
Agent Skills index
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent skills discovery index.
Result
Agent Skills index failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Agent Skills index was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-skills/index.json",
"error": "TimeoutError: The operation was aborted due to timeout"
},
{
"path": "/.well-known/skills/index.json",
"error": "TimeoutError: The operation was aborted due to timeout"
}
]
},
"issue": "Agent Skills index was not found at the expected path.",
"howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
Needs attention
agent.json
Issue
agent.json was not found at the expected path.
Why it matters
agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.
Check name
agent.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.
Result
agent.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agent.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent.json",
"error": "TimeoutError: The operation was aborted due to timeout"
},
{
"path": "/agent.json",
"error": "TimeoutError: The operation was aborted due to timeout"
}
]
},
"issue": "agent.json was not found at the expected path.",
"howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
}
]
}Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
Needs attention
agents.json
Issue
agents.json was not found at the expected path.
Why it matters
agents.json gives clients a simple directory of agent-facing capabilities and contacts when a site chooses to advertise them.
Check name
agents.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Informational
Goal
Publish an agents.json directory for agent-facing capabilities and contacts when using this convention.
Result
agents.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agents.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agents.json",
"error": "TimeoutError: The operation was aborted due to timeout"
},
{
"path": "/agents.json",
"error": "TimeoutError: The operation was aborted due to timeout"
}
]
},
"issue": "agents.json was not found at the expected path.",
"howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
}
]
}AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
20 Fail
AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
Needs attention
High-value schema types
Issue
No high-value schema types (e.g. Article, Product, Service) were found.
Why it matters
High-value schema types tell agents whether a page is an article, product, event, service, or other actionable content type.
Check name
High-value schema types
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Use schema types that describe the page's primary content or offering.
Result
High-value schema types is missing or incomplete.
Evidence
{
"found": [],
"expected": [
"Article",
"BlogPosting",
"NewsArticle",
"Product",
"SoftwareApplication",
"FAQPage",
"LocalBusiness",
"VideoObject",
"HowTo",
"Event",
"Course",
"Review",
"Service"
],
"allTypes": []
}AI DiscoverabilityDiscoverabilityEstablished
JSON-LD present
JSON-LD present is missing or incomplete.
20 Fail
AI DiscoverabilityDiscoverabilityEstablished
JSON-LD present
JSON-LD present is missing or incomplete.
Needs attention
JSON-LD present
Issue
No JSON-LD blocks found.
Why it matters
JSON-LD is a low-friction structured data format that agents can extract without interpreting page presentation or microdata markup.
Check name
JSON-LD present
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Expose schema.org JSON-LD so AI search systems can parse page entities.
Result
JSON-LD present is missing or incomplete.
Evidence
{
"blocks": 0,
"validBlocks": 0,
"schemaContextBlocks": 0,
"errors": [],
"documents": [],
"nodes": []
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
20 Fail
AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
Needs attention
Link headers
Issue
No useful agent discovery Link headers were found.
Why it matters
Link headers let automated clients discover API catalogs, documentation, and machine-readable alternates without parsing page markup first.
Check name
Link headers
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Include Link response headers for agent discovery using RFC 8288.
Result
Link headers failed at "Find useful Link headers".
Validation steps
Find useful Link headers
No useful agent discovery Link headers were found.
Fetch same-origin Link header targets
Link headers did not expose any same-origin targets to validate.
Evidence
{
"failedStep": "presence",
"steps": [
{
"id": "presence",
"title": "Find useful Link headers",
"status": "fail",
"evidence": {
"links": [
{
"url": "https://assets.adobedtm.com",
"rel": "preconnect"
},
{
"url": "https://cdn.evgnet.com",
"rel": "preconnect"
},
{
"url": "https://www.account.ford.com",
"rel": "preconnect"
},
{
"url": "https://creativesham.blob.core.windows.net",
"rel": "preconnect"
},
{
"url": "https://resources.digital-cloud-west.medallia.com",
"rel": "preconnect"
},
{
"url": "https://cdn.optimizely.com",
"rel": "preconnect"
},
{
"url": "https://t.contentsquare.net",
"rel": "preconnect"
},
{
"url": "https://www.everestjs.net",
"rel": "preconnect"
}
]
},
"issue": "No useful agent discovery Link headers were found.",
"howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
},
{
"id": "target-validation",
"title": "Fetch same-origin Link header targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin Link header targets were available to fetch."
}
]
},
"issue": "Link headers did not expose any same-origin targets to validate.",
"howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityDiscoverabilityEstablished
Organization / WebSite schema
Organization / WebSite schema is missing or incomplete.
20 Fail
AI DiscoverabilityDiscoverabilityEstablished
Organization / WebSite schema
Organization / WebSite schema is missing or incomplete.
Needs attention
Organization / WebSite schema
Issue
Neither Organization nor WebSite schema types were found in JSON-LD.
Why it matters
Organization and WebSite schema help agents identify the publisher, canonical site identity, logo, and related profiles for attribution.
Check name
Organization / WebSite schema
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Identify the site owner and website entity in structured data.
Result
Organization / WebSite schema is missing or incomplete.
Evidence
{
"found": [],
"allTypes": []
}AI DiscoverabilityDiscoverabilityEstablished
Sitemap
Sitemap is missing or incomplete.
20 Fail
AI DiscoverabilityDiscoverabilityEstablished
Sitemap
Sitemap is missing or incomplete.
Needs attention
Sitemap
Issue
No valid XML sitemap found at checked locations: https://www.ford.com/sitemap.xml, https://www.ford.com/href-sitemap-en-us.xml., https://www.ford.com/href-sitemap-en-us.xml, https://www.ford.com/accessories/sitemap.xml, https://www.ford.com/parts/sitemap.xml, https://www.ford.com/sitemap.xml, https://www.ford.com/sitemap_index.xml, https://www.ford.com/sitemap-index.xml.
Why it matters
Sitemaps help crawlers and agents discover canonical URLs, updated pages, and deeper content that may not be obvious from the homepage navigation.
Check name
Sitemap
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Publish a sitemap and reference it from robots.txt.
Result
Sitemap is missing or incomplete.
Evidence
{
"checked": [
"https://www.ford.com/sitemap.xml",
"https://www.ford.com/href-sitemap-en-us.xml.",
"https://www.ford.com/href-sitemap-en-us.xml",
"https://www.ford.com/accessories/sitemap.xml",
"https://www.ford.com/parts/sitemap.xml",
"https://www.ford.com/sitemap.xml",
"https://www.ford.com/sitemap_index.xml",
"https://www.ford.com/sitemap-index.xml"
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
15 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Needs attention
DNS-AID Agent Discovery
Issue
No DNS-AID entrypoint records were found under _agents.
Why it matters
DNS-AID lets agents discover index, A2A, and other agent entrypoints before fetching HTTP metadata, while DNSSEC can authenticate the discovery zone.
Check name
DNS-AID Agent Discovery
Score
25/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish DNS for AI Discovery records under _agents for DNS-based agent entrypoint discovery.
Result
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Validation steps
Resolve DNS-AID SVCB/HTTPS records
No DNS-AID entrypoint records were found under _agents.
Validate alpn and endpoint parameters
Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint.
Check DNSSEC material
DNSSEC material was not visible for the hostname or parent zone from this resolver.
Evidence
{
"failedStep": "svcb-https-records",
"steps": [
{
"id": "svcb-https-records",
"title": "Resolve DNS-AID SVCB/HTTPS records",
"status": "fail",
"evidence": {
"hostname": "www.ford.com",
"probes": [
{
"name": "_index._agents.www.ford.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
},
{
"name": "_a2a._agents.www.ford.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
}
]
},
"issue": "No DNS-AID entrypoint records were found under _agents.",
"howToFix": "Publish ServiceMode SVCB/HTTPS records such as _index._agents.example.com or _a2a._agents.example.com."
},
{
"id": "service-params",
"title": "Validate alpn and endpoint parameters",
"status": "informational",
"evidence": {
"discovered": []
},
"howToFix": "Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint."
},
{
"id": "dnssec",
"title": "Check DNSSEC material",
"status": "warning",
"evidence": {
"hasDnssecMaterial": false,
"checked": [
{
"name": "www.ford.com",
"dnssecTypes": [],
"dnssecRecordCount": 0
},
{
"name": "ford.com",
"dnssecTypes": [],
"dnssecRecordCount": 0
}
]
},
"issue": "DNSSEC material was not visible for the hostname or parent zone from this resolver.",
"howToFix": "Sign the public discovery zone with DNSSEC so validating resolvers can return authenticated data."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
13 Warning
AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
Needs attention
Content freshness signals
Issue
Content freshness signals are incomplete: missing dateModified/datePublished in JSON-LD.
Why it matters
Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.
Check name
Content freshness signals
Score
50/100
Status
warning
Category
Content Readiness
Maturity
Established
Goal
Expose modified and published dates for freshness-aware retrieval and ranking.
Result
Content freshness signals is partially implemented.
Evidence
{
"lastModified": "Tue, 09 Jun 2026 11:30:21 GMT",
"schemaDates": [],
"metaDateCount": 1,
"timeDateCount": 0
}Agent Ease of UseMCPInformational
WebMCP
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
13 Warning
Agent Ease of UseMCPInformational
WebMCP
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
Needs attention
WebMCP
Issue
WebMCP declarative annotations need fixes.
Details
Why it matters
WebMCP can expose page context and actions directly through the browser, giving agents safer structured hooks than screen scraping alone.
Check name
WebMCP
Score
50/100
Status
warning
Category
MCP
Maturity
Informational
Goal
Support WebMCP to expose site tools to AI agents via the browser.
Result
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
Validation steps
Detect data-mcp-tool annotations
No data-mcp-tool attributes were found on interactive elements.
Detect WebMCP declarative tags
No elements found with tool-name or tool-description attributes.
Validate WebMCP declarative annotation quality
WebMCP declarative annotations need fixes.
WebMCP declarative annotation issues
<input> is missing a name attribute.<input> is missing tool-param-description.<input> is missing a name attribute.<input> is missing tool-param-description.<input name="f:searchInputString"> is missing tool-param-description.<input name="f:searchInputString"> is missing tool-param-description.<input name="f:searchInputString"> is missing tool-param-description.<input name="ot-group-id-BG114"> is missing tool-param-description.<input name="vendor-search-handler"> is missing tool-param-description.<input> is missing a name attribute.<input> is missing tool-param-description.<input> is missing a name attribute.<input> is missing tool-param-description.<input> is missing a name attribute.<input> is missing tool-param-description.<input> is missing a name attribute.<input> is missing tool-param-description.
Detect WebMCP imperative API usage
navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.
Detect WebMCP browser navigator injection
navigator.modelContext was not detected in the rendered browser page.
Interactive surface coverage
Only 0% of interactive surfaces are annotated.
Evidence
{
"failedStep": "declarative-annotation-quality",
"steps": [
{
"id": "data-mcp-tool-attributes",
"title": "Detect data-mcp-tool annotations",
"status": "informational",
"evidence": {
"dataMcpToolCount": 0,
"dataMcpTools": []
},
"issue": "No data-mcp-tool attributes were found on interactive elements.",
"howToFix": "Add data-mcp-tool attributes to high-value forms, buttons, and links so generic MCP-aware tooling can identify intended actions."
},
{
"id": "declarative-tags",
"title": "Detect WebMCP declarative tags",
"status": "informational",
"evidence": {
"totalForms": 3,
"formsWithTags": 0,
"totalInteractive": 260,
"interactiveWithTags": 0,
"totalCount": 263,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input name=\"f:searchInputString\"> is missing tool-param-description.",
"<input name=\"f:searchInputString\"> is missing tool-param-description.",
"<input name=\"f:searchInputString\"> is missing tool-param-description.",
"<input name=\"ot-group-id-BG114\"> is missing tool-param-description.",
"<input name=\"vendor-search-handler\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description."
]
},
"issue": "No elements found with tool-name or tool-description attributes.",
"howToFix": "Add tool-name and tool-description attributes to forms and interactive elements."
},
{
"id": "declarative-annotation-quality",
"title": "Validate WebMCP declarative annotation quality",
"status": "warning",
"evidence": {
"issueCount": 17,
"issues": [
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input name=\"f:searchInputString\"> is missing tool-param-description.",
"<input name=\"f:searchInputString\"> is missing tool-param-description.",
"<input name=\"f:searchInputString\"> is missing tool-param-description.",
"<input name=\"ot-group-id-BG114\"> is missing tool-param-description.",
"<input name=\"vendor-search-handler\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description."
]
},
"issue": "WebMCP declarative annotations need fixes.",
"issueDetails": [
{
"title": "WebMCP declarative annotation issues",
"items": [
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"f:searchInputString\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"f:searchInputString\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"f:searchInputString\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"ot-group-id-BG114\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"vendor-search-handler\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
}
]
}
],
"howToFix": "Use snake_case tool-name values, descriptive tool-description values, named and labeled fields, and tool-param-description on inputs."
},
{
"id": "imperative-api",
"title": "Detect WebMCP imperative API usage",
"status": "informational",
"evidence": {
"staticSignals": {
"detected": false,
"matched": []
},
"browser": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
},
"issue": "navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.",
"howToFix": "Use navigator.modelContext.provideContext() to register tools programmatically."
},
{
"id": "browser-navigator-injection",
"title": "Detect WebMCP browser navigator injection",
"status": "informational",
"evidence": {
"browser": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
},
"issue": "navigator.modelContext was not detected in the rendered browser page.",
"howToFix": "Expose WebMCP through navigator.modelContext in the browser runtime when the page is intended to provide in-page tools."
},
{
"id": "surface-coverage",
"title": "Interactive surface coverage",
"status": "informational",
"evidence": {
"totalForms": 3,
"formsWithTags": 0,
"totalInteractive": 260,
"interactiveWithTags": 0,
"totalCount": 263,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input name=\"f:searchInputString\"> is missing tool-param-description.",
"<input name=\"f:searchInputString\"> is missing tool-param-description.",
"<input name=\"f:searchInputString\"> is missing tool-param-description.",
"<input name=\"ot-group-id-BG114\"> is missing tool-param-description.",
"<input name=\"vendor-search-handler\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description."
]
},
"issue": "Only 0% of interactive surfaces are annotated.",
"howToFix": "Add WebMCP annotations to all forms and interactive elements to increase agent coverage."
}
],
"staticSignals": {
"detected": false,
"matched": []
},
"coverage": {
"totalForms": 3,
"formsWithTags": 0,
"totalInteractive": 260,
"interactiveWithTags": 0,
"totalCount": 263,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input name=\"f:searchInputString\"> is missing tool-param-description.",
"<input name=\"f:searchInputString\"> is missing tool-param-description.",
"<input name=\"f:searchInputString\"> is missing tool-param-description.",
"<input name=\"ot-group-id-BG114\"> is missing tool-param-description.",
"<input name=\"vendor-search-handler\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description."
]
},
"browserWebMcp": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 0/100 and needs a fix.
10 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 0/100 and needs a fix.
Needs attention
AIO: Visible structured data match
Issue
No JSON-LD structured data was detected.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Visible structured data match
Score
0/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Visible structured data match scored 0/100 and needs a fix.
Evidence
{
"schemaCount": 0,
"mismatches": [],
"score": 0,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
6 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
Needs attention
AIO: Source and trust signals
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Source and trust signals
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Source and trust signals scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "https://corporate.ford.com/?gnav=footer-aboutford",
"text": "Corporate",
"html": "<a class=\"footer-main__link\" href=\"https://corporate.ford.com/?gnav=footer-aboutford\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:fv:corporate:home:footer"..."
},
{
"href": "https://www.careers.ford.com/en/home.html/?gnav=footer-aboutford",
"text": "Careers",
"html": "<a class=\"footer-main__link\" href=\"https://www.careers.ford.com/en/home.html/?gnav=footer-aboutford\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:ford:careers:f..."
},
{
"href": "https://shareholder.ford.com/investors/overview/default.aspx/?gnav=footer-aboutford",
"text": "Investors",
"html": "<a class=\"footer-main__link\" href=\"https://shareholder.ford.com/investors/overview/default.aspx/?gnav=footer-aboutford\" target=\"_self\" data-ford-metrics-click=\"{"name":"global-exit","direct":"global-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral..."
},
{
"href": "https://www.fromtheroad.ford.com/us/en/home?gnav=footer-aboutford",
"text": "Ford From the Road",
"html": "<a class=\"footer-main__link\" href=\"https://www.fromtheroad.ford.com/us/en/home?gnav=footer-aboutford\" target=\"_self\" data-ford-metrics-click=\"{"name":"global-exit","direct":"global-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:https://www.fromt..."
},
{
"href": "https://www.fromtheroad.ford.com/us/en/company-news?gnav=footer-aboutford",
"text": "Company News",
"html": "<a class=\"footer-main__link\" href=\"https://www.fromtheroad.ford.com/us/en/company-news?gnav=footer-aboutford\" target=\"_self\" data-ford-metrics-click=\"{"name":"global-exit","direct":"global-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:https://w..."
},
{
"href": "https://corporate.ford.com/about/purpose/?gnav=footer-aboutford",
"text": "About Ford",
"html": "<a class=\"footer-main__link\" href=\"https://corporate.ford.com/about/purpose/?gnav=footer-aboutford\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:ford:about:foot..."
},
{
"href": "https://www.fordpro.com/?gnav=footer-aboutford",
"text": "Ford Pro",
"html": "<a class=\"footer-main__link\" href=\"https://www.fordpro.com/?gnav=footer-aboutford\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:fpro:home:footer","onc..."
},
{
"href": "https://performance.ford.com/home.html?gnav=footer-aboutford",
"text": "Ford Racing",
"html": "<a class=\"footer-main__link\" href=\"https://performance.ford.com/home.html?gnav=footer-aboutford\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:fr:home:footer&quo..."
},
{
"href": "https://www.warriorsinpink.ford.com/?srccode=501582-016&utm_source=fordcomlink&utm_medium=fordcom&utm_campaign=WIP2022&gnav=footer-aboutford",
"text": "Warriors in Pink",
"html": "<a class=\"footer-main__link\" href=\"https://www.warriorsinpink.ford.com/?srccode=501582-016&utm_source=fordcomlink&utm_medium=fordcom&utm_campaign=WIP2022&gnav=footer-aboutford\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkNa..."
},
{
"href": "https://www.fordphilanthropy.org/?gnav=footer-aboutford",
"text": "Ford Philanthropy",
"html": "<a class=\"footer-main__link\" href=\"https://www.fordphilanthropy.org/?gnav=footer-aboutford\" target=\"_self\" data-ford-metrics-click=\"{"name":"global-exit","direct":"global-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:https://www.fordphilanthrop..."
},
{
"href": "//www.ford.com/content/brand_ford/en_us/brand/technology/connected-navigation?gnav=footer-aboutford",
"text": "Connected Navigation",
"html": "<a class=\"footer-main__link\" href=\"//www.ford.com/content/brand_ford/en_us/brand/technology/connected-navigation?gnav=footer-aboutford\" target=\"_self\"> Connected Navigation </a>"
},
{
"href": "//www.ford.com/content/brand_ford/en_us/brand/fordpass?gnav=footer-aboutford",
"text": "Ford App",
"html": "<a class=\"footer-main__link\" href=\"//www.ford.com/content/brand_ford/en_us/brand/fordpass?gnav=footer-aboutford\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:fl..."
},
{
"href": "https://www.ford.com/technology/driver-assist-technology/?gnav=footer-aboutford",
"text": "Ford Co-Pilot360 Technology",
"html": "<a class=\"footer-main__link\" href=\"https://www.ford.com/technology/driver-assist-technology/?gnav=footer-aboutford\" target=\"_self\"> Ford Co-Pilot360 Technology </a>"
},
{
"href": "//www.ford.com/content/brand_ford/en_us/brand/owner-benefits?gnav=footer-aboutford",
"text": "Owner Benefits",
"html": "<a class=\"footer-main__link\" href=\"//www.ford.com/content/brand_ford/en_us/brand/owner-benefits?gnav=footer-aboutford\" target=\"_self\"> Owner Benefits </a>"
},
{
"href": "//www.ford.com/content/brand_ford/en_us/brand/electric?gnav=footer-aboutford",
"text": "Going Electric",
"html": "<a class=\"footer-main__link\" href=\"//www.ford.com/content/brand_ford/en_us/brand/electric?gnav=footer-aboutford\" target=\"_self\"> Going Electric </a>"
},
{
"href": "https://fordheritagevault.com/?gnav=footer-aboutford",
"text": "Ford Heritage Vault",
"html": "<a class=\"footer-main__link\" href=\"https://fordheritagevault.com/?gnav=footer-aboutford\" target=\"_self\" data-ford-metrics-click=\"{"name":"global-exit","direct":"global-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:https://fordheritagevault.com:..."
},
{
"href": "http://corporate.ford.com",
"text": "© 2026 Ford Motor Company",
"html": "<a href=\"http://corporate.ford.com\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:fv:corporate:home","onclick_referredTo":"fv:corporate:home"}}\"> ©..."
}
],
"contactLinks": [
{
"href": "https://www.ford.com/support/vehicle-dashboard/?gnav=header-account",
"text": "Vehicle Dashboard",
"html": "<a class=\"flyout__interactive-item flyout__interactive-item--link \" href=\"https://www.ford.com/support/vehicle-dashboard/?gnav=header-account\" style=\"--transition-delay: 2\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"refer..."
},
{
"href": "https://www.ford.com/support/fordpass/fordpass-rewards/overview/?gnav=header-account",
"text": "Ford Rewards",
"html": "<a class=\"flyout__interactive-item flyout__interactive-item--link \" href=\"https://www.ford.com/support/fordpass/fordpass-rewards/overview/?gnav=header-account\" style=\"--transition-delay: 5\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName&..."
},
{
"href": "https://www.ford.com/support/category/technology?fmccmp=fv-hp-cta-flmo-technology",
"text": "Get Connected",
"html": "<a type=\"link\" class=\"cmp-button \" aria-label=\"Learn more about Ford Technology and optimize your ride\" href=\"https://www.ford.com/support/category/technology?fmccmp=fv-hp-cta-flmo-technology\" data-ford-metrics-click=\"{"name":"referral-exit","directAction":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":..."
},
{
"href": "https://support.google.com/androidauto/answer/6348019?hl=en&ref_topic=6106969#!adchoices",
"text": "g.co/androidauto/requirements",
"html": "<a href=\"https://support.google.com/androidauto/answer/6348019?hl=en&ref_topic=6106969#!adchoices\" title target=\"_blank\">g.co/androidauto/requirements</a>"
},
{
"href": "https://www.ford.com/help/terms/reservations-payments-orders/",
"text": "Reservation Terms and Conditions",
"html": "<a href=\"https://www.ford.com/help/terms/reservations-payments-orders/\" title=\"null\" target=\"_blank\">Reservation Terms and Conditions</a>"
},
{
"href": "https://www.ford.com/finance/customer-support?gnav=footer-finance",
"text": "Customer Support",
"html": "<a class=\"footer-main__link\" href=\"https://www.ford.com/finance/customer-support?gnav=footer-finance\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:flmc:support:..."
},
{
"href": "https://www.ford.com/dealerships/#/context/owner/?gnav=footer-support",
"text": "Locate a Dealer",
"html": "<a class=\"footer-main__link\" href=\"https://www.ford.com/dealerships/#/context/owner/?gnav=footer-support\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:flmo:lad:..."
},
{
"href": "https://www.ford.com/support/?gnav=footer-support",
"text": "Support Home",
"html": "<a class=\"footer-main__link\" href=\"https://www.ford.com/support/?gnav=footer-support\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:flmo:home:footer","..."
},
{
"href": "https://www.ford.com/support/category/technology/?gnav=footer-support",
"text": "Technology Support",
"html": "<a class=\"footer-main__link\" href=\"https://www.ford.com/support/category/technology/?gnav=footer-support\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:flmo:tech..."
},
{
"href": "https://www.ford.com/support/category/service-maintenance/?gnav=footer-support",
"text": "Service and Maintenance",
"html": "<a class=\"footer-main__link\" href=\"https://www.ford.com/support/category/service-maintenance/?gnav=footer-support\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:..."
},
{
"href": "https://www.ford.com/support/category/electric-vehicle/?gnav=footer-support",
"text": "Electric Vehicle Support",
"html": "<a class=\"footer-main__link\" href=\"https://www.ford.com/support/category/electric-vehicle/?gnav=footer-support\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:flm..."
},
{
"href": "https://www.ford.com/support/vehicle-dashboard/?gnav=footer-support",
"text": "Owner Vehicle Dashboard Log In",
"html": "<a class=\"footer-main__link\" href=\"https://www.ford.com/support/vehicle-dashboard/?gnav=footer-support\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:flmo:vehile..."
},
{
"href": "https://www.ford.com/support/fordpass/fordpass-rewards/overview/?gnav=footer-support",
"text": "Ford Rewards",
"html": "<a class=\"footer-main__link\" href=\"https://www.ford.com/support/fordpass/fordpass-rewards/overview/?gnav=footer-support\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"ref..."
},
{
"href": "https://www.ford.com/support/vehicle-health/?gnav=footer-support",
"text": "Vehicle Health Report",
"html": "<a class=\"footer-main__link\" href=\"https://www.ford.com/support/vehicle-health/?gnav=footer-support\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:flmo:vehicle h..."
},
{
"href": "https://www.ford.com/support/owner-manuals/?gnav=footer-support",
"text": "Warranty & Owner Manuals",
"html": "<a class=\"footer-main__link\" href=\"https://www.ford.com/support/owner-manuals/?gnav=footer-support\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:flmo:owner manu..."
},
{
"href": "https://www.ford.com/support/maintenance-schedule/?gnav=footer-support",
"text": "Maintenance Schedule",
"html": "<a class=\"footer-main__link\" href=\"https://www.ford.com/support/maintenance-schedule/?gnav=footer-support\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:flmo:mai..."
},
{
"href": "https://www.ford.com/support/recalls/?gnav=footer-support",
"text": "Recalls",
"html": "<a class=\"footer-main__link\" href=\"https://www.ford.com/support/recalls/?gnav=footer-support\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:flmo:recalls:footer&q..."
},
{
"href": "https://www.ford.com/support/service-maintenance/coupons-offers-rebates/?gnav=footer-support",
"text": "Coupons and Offers",
"html": "<a class=\"footer-main__link\" href=\"https://www.ford.com/support/service-maintenance/coupons-offers-rebates/?gnav=footer-support\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":&..."
},
{
"href": "https://www.ford.com/support/category/service-maintenance/roadside-assistance/?gnav=footer-support",
"text": "Roadside Assistance",
"html": "<a class=\"footer-main__link\" href=\"https://www.ford.com/support/category/service-maintenance/roadside-assistance/?gnav=footer-support\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick&q..."
},
{
"href": "https://www.ford.com/support/category/service-maintenance/collision-assistance/?gnav=footer-support",
"text": "Collision Assistance",
"html": "<a class=\"footer-main__link\" href=\"https://www.ford.com/support/category/service-maintenance/collision-assistance/?gnav=footer-support\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick&..."
},
{
"href": "//www.ford.com/content/brand_ford/en_us/brand/help/privacy?gnav=footer-support",
"text": "California Consumer Notice",
"html": "<a class=\"footer-main__link\" href=\"//www.ford.com/content/brand_ford/en_us/brand/help/privacy?gnav=footer-support\" target=\"_self\"> California Consumer Notice </a>"
},
{
"href": "https://www.ford.com/support/how-tos/fordpass/fordpass-connect/how-do-i-disconnect-remote-vehicle-access/?gnav=footer-support",
"text": "Disconnect Remote Vehicle Access",
"html": "<a class=\"footer-main__link\" href=\"https://www.ford.com/support/how-tos/fordpass/fordpass-connect/how-do-i-disconnect-remote-vehicle-access/?gnav=footer-support\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit&qu..."
},
{
"href": "//www.ford.com/content/na/ford/en_us/help/sitemap",
"text": "Site Map",
"html": "<a href=\"//www.ford.com/content/na/ford/en_us/help/sitemap\" target=\"_self\" rel=\"noopener noreferrer\"> Site Map </a>"
},
{
"href": "//www.ford.com/content/na/ford/en_us/help/glossary",
"text": "Glossary",
"html": "<a href=\"//www.ford.com/content/na/ford/en_us/help/glossary\" target=\"_self\" rel=\"noopener noreferrer\"> Glossary </a>"
},
{
"href": "//www.ford.com/content/na/ford/en_us/help/contact",
"text": "Contact Us",
"html": "<a href=\"//www.ford.com/content/na/ford/en_us/help/contact\" target=\"_self\" rel=\"noopener noreferrer\"> Contact Us </a>"
},
{
"href": "//www.ford.com/content/brand_ford/en_us/brand/help/contact#accessibility",
"text": "Accessibility",
"html": "<a href=\"//www.ford.com/content/brand_ford/en_us/brand/help/contact#accessibility\" target=\"_self\" rel=\"noopener noreferrer\"> Accessibility </a>"
},
{
"href": "//www.ford.com/content/na/ford/en_us/help/terms",
"text": "Terms & Conditions",
"html": "<a href=\"//www.ford.com/content/na/ford/en_us/help/terms\" target=\"_self\" rel=\"noopener noreferrer\"> Terms & Conditions </a>"
},
{
"href": "//www.ford.com/content/na/ford/en_us/help/privacy",
"text": "Privacy Notice",
"html": "<a href=\"//www.ford.com/content/na/ford/en_us/help/privacy\" target=\"_self\" rel=\"noopener noreferrer\"> Privacy Notice </a>"
},
{
"href": "//www.ford.com/content/na/ford/en_us/help/privacy/ccpa",
"text": "Your Privacy Choices CCPA compliance badge",
"html": "<a href=\"//www.ford.com/content/na/ford/en_us/help/privacy/ccpa\" target=\"_self\" rel=\"noopener noreferrer\"> Your Privacy Choices <svg height=\"16\" width=\"33.3\" aria-hidden=\"true\" class=\"footer-skinny__icon footer-skinny__icon--mobile \"> <title>CCPA compliance badge</title> <use href=\"#footer-skinny-ccpa\"/> </svg> </a>"
},
{
"href": "https://www.ford.com/help/privacy/#interestbasedads",
"text": "Interest Based Ads",
"html": "<a href=\"https://www.ford.com/help/privacy/#interestbasedads\" target=\"_self\" rel=\"noopener noreferrer\"> Interest Based Ads </a>"
},
{
"href": "//www.ford.com/content/na/ford/en_us/help/third-party-trademarks",
"text": "Third-Party Trademarks",
"html": "<a href=\"//www.ford.com/content/na/ford/en_us/help/third-party-trademarks\" target=\"_self\" rel=\"noopener noreferrer\"> Third-Party Trademarks </a>"
},
{
"href": "https://www.ford.com/help/privacy/",
"text": "Privacy Notice.",
"html": "<a class=\"ot-cookie-policy-link\" href=\"https://www.ford.com/help/privacy/\" aria-label=\"More information about your privacy, opens in a new tab\" rel=\"noopener noreferrer\" target=\"_blank\">Privacy Notice.</a>"
},
{
"href": "https://www.ford.com/help/privacy/",
"text": "Privacy Notice.",
"html": "<a href=\"https://www.ford.com/help/privacy/\" rel=\"nofollow\">Privacy Notice.</a>"
},
{
"href": "https://www.ford.com/help/privacy/ccpa/",
"text": "here",
"html": "<a href=\"https://www.ford.com/help/privacy/ccpa/\" rel=\"nofollow\">here</a>"
}
],
"privacyLinks": [
{
"href": "https://www.ford.com/help/terms/reservations-payments-orders/",
"text": "Reservation Terms and Conditions",
"html": "<a href=\"https://www.ford.com/help/terms/reservations-payments-orders/\" title=\"null\" target=\"_blank\">Reservation Terms and Conditions</a>"
},
{
"href": "//www.ford.com/content/brand_ford/en_us/brand/help/privacy?gnav=footer-support",
"text": "California Consumer Notice",
"html": "<a class=\"footer-main__link\" href=\"//www.ford.com/content/brand_ford/en_us/brand/help/privacy?gnav=footer-support\" target=\"_self\"> California Consumer Notice </a>"
},
{
"href": "//www.ford.com/content/na/ford/en_us/help/terms",
"text": "Terms & Conditions",
"html": "<a href=\"//www.ford.com/content/na/ford/en_us/help/terms\" target=\"_self\" rel=\"noopener noreferrer\"> Terms & Conditions </a>"
},
{
"href": "//www.ford.com/content/na/ford/en_us/help/privacy",
"text": "Privacy Notice",
"html": "<a href=\"//www.ford.com/content/na/ford/en_us/help/privacy\" target=\"_self\" rel=\"noopener noreferrer\"> Privacy Notice </a>"
},
{
"href": "//www.ford.com/content/na/ford/en_us/help/privacy/ccpa",
"text": "Your Privacy Choices CCPA compliance badge",
"html": "<a href=\"//www.ford.com/content/na/ford/en_us/help/privacy/ccpa\" target=\"_self\" rel=\"noopener noreferrer\"> Your Privacy Choices <svg height=\"16\" width=\"33.3\" aria-hidden=\"true\" class=\"footer-skinny__icon footer-skinny__icon--mobile \"> <title>CCPA compliance badge</title> <use href=\"#footer-skinny-ccpa\"/> </svg> </a>"
},
{
"href": "https://www.ford.com/help/privacy/#interestbasedads",
"text": "Interest Based Ads",
"html": "<a href=\"https://www.ford.com/help/privacy/#interestbasedads\" target=\"_self\" rel=\"noopener noreferrer\"> Interest Based Ads </a>"
},
{
"href": "https://www.ford.com/help/privacy/",
"text": "Privacy Notice.",
"html": "<a class=\"ot-cookie-policy-link\" href=\"https://www.ford.com/help/privacy/\" aria-label=\"More information about your privacy, opens in a new tab\" rel=\"noopener noreferrer\" target=\"_blank\">Privacy Notice.</a>"
},
{
"href": "https://www.ford.com/help/privacy/",
"text": "Privacy Notice.",
"html": "<a href=\"https://www.ford.com/help/privacy/\" rel=\"nofollow\">Privacy Notice.</a>"
},
{
"href": "https://www.ford.com/help/privacy/ccpa/",
"text": "here",
"html": "<a href=\"https://www.ford.com/help/privacy/ccpa/\" rel=\"nofollow\">here</a>"
}
],
"score": 40,
"weight": 20
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
5 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
Needs attention
AEO: Answer evidence and trust
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer evidence and trust
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer evidence and trust scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
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{
"href": "https://corporate.ford.com/?gnav=footer-aboutford",
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"html": "<a class=\"footer-main__link\" href=\"https://corporate.ford.com/?gnav=footer-aboutford\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:fv:corporate:home:footer"..."
},
{
"href": "https://www.careers.ford.com/en/home.html/?gnav=footer-aboutford",
"text": "Careers",
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},
{
"href": "https://shareholder.ford.com/investors/overview/default.aspx/?gnav=footer-aboutford",
"text": "Investors",
"html": "<a class=\"footer-main__link\" href=\"https://shareholder.ford.com/investors/overview/default.aspx/?gnav=footer-aboutford\" target=\"_self\" data-ford-metrics-click=\"{"name":"global-exit","direct":"global-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral..."
},
{
"href": "https://www.fromtheroad.ford.com/us/en/home?gnav=footer-aboutford",
"text": "Ford From the Road",
"html": "<a class=\"footer-main__link\" href=\"https://www.fromtheroad.ford.com/us/en/home?gnav=footer-aboutford\" target=\"_self\" data-ford-metrics-click=\"{"name":"global-exit","direct":"global-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:https://www.fromt..."
},
{
"href": "https://www.fromtheroad.ford.com/us/en/company-news?gnav=footer-aboutford",
"text": "Company News",
"html": "<a class=\"footer-main__link\" href=\"https://www.fromtheroad.ford.com/us/en/company-news?gnav=footer-aboutford\" target=\"_self\" data-ford-metrics-click=\"{"name":"global-exit","direct":"global-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:https://w..."
},
{
"href": "https://corporate.ford.com/about/purpose/?gnav=footer-aboutford",
"text": "About Ford",
"html": "<a class=\"footer-main__link\" href=\"https://corporate.ford.com/about/purpose/?gnav=footer-aboutford\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:ford:about:foot..."
},
{
"href": "https://www.fordpro.com/?gnav=footer-aboutford",
"text": "Ford Pro",
"html": "<a class=\"footer-main__link\" href=\"https://www.fordpro.com/?gnav=footer-aboutford\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:fpro:home:footer","onc..."
},
{
"href": "https://performance.ford.com/home.html?gnav=footer-aboutford",
"text": "Ford Racing",
"html": "<a class=\"footer-main__link\" href=\"https://performance.ford.com/home.html?gnav=footer-aboutford\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:fr:home:footer&quo..."
},
{
"href": "https://www.warriorsinpink.ford.com/?srccode=501582-016&utm_source=fordcomlink&utm_medium=fordcom&utm_campaign=WIP2022&gnav=footer-aboutford",
"text": "Warriors in Pink",
"html": "<a class=\"footer-main__link\" href=\"https://www.warriorsinpink.ford.com/?srccode=501582-016&utm_source=fordcomlink&utm_medium=fordcom&utm_campaign=WIP2022&gnav=footer-aboutford\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkNa..."
},
{
"href": "https://www.fordphilanthropy.org/?gnav=footer-aboutford",
"text": "Ford Philanthropy",
"html": "<a class=\"footer-main__link\" href=\"https://www.fordphilanthropy.org/?gnav=footer-aboutford\" target=\"_self\" data-ford-metrics-click=\"{"name":"global-exit","direct":"global-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:https://www.fordphilanthrop..."
},
{
"href": "//www.ford.com/content/brand_ford/en_us/brand/technology/connected-navigation?gnav=footer-aboutford",
"text": "Connected Navigation",
"html": "<a class=\"footer-main__link\" href=\"//www.ford.com/content/brand_ford/en_us/brand/technology/connected-navigation?gnav=footer-aboutford\" target=\"_self\"> Connected Navigation </a>"
},
{
"href": "//www.ford.com/content/brand_ford/en_us/brand/fordpass?gnav=footer-aboutford",
"text": "Ford App",
"html": "<a class=\"footer-main__link\" href=\"//www.ford.com/content/brand_ford/en_us/brand/fordpass?gnav=footer-aboutford\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:fl..."
},
{
"href": "https://www.ford.com/technology/driver-assist-technology/?gnav=footer-aboutford",
"text": "Ford Co-Pilot360 Technology",
"html": "<a class=\"footer-main__link\" href=\"https://www.ford.com/technology/driver-assist-technology/?gnav=footer-aboutford\" target=\"_self\"> Ford Co-Pilot360 Technology </a>"
},
{
"href": "//www.ford.com/content/brand_ford/en_us/brand/owner-benefits?gnav=footer-aboutford",
"text": "Owner Benefits",
"html": "<a class=\"footer-main__link\" href=\"//www.ford.com/content/brand_ford/en_us/brand/owner-benefits?gnav=footer-aboutford\" target=\"_self\"> Owner Benefits </a>"
},
{
"href": "//www.ford.com/content/brand_ford/en_us/brand/electric?gnav=footer-aboutford",
"text": "Going Electric",
"html": "<a class=\"footer-main__link\" href=\"//www.ford.com/content/brand_ford/en_us/brand/electric?gnav=footer-aboutford\" target=\"_self\"> Going Electric </a>"
},
{
"href": "https://fordheritagevault.com/?gnav=footer-aboutford",
"text": "Ford Heritage Vault",
"html": "<a class=\"footer-main__link\" href=\"https://fordheritagevault.com/?gnav=footer-aboutford\" target=\"_self\" data-ford-metrics-click=\"{"name":"global-exit","direct":"global-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:https://fordheritagevault.com:..."
},
{
"href": "http://corporate.ford.com",
"text": "© 2026 Ford Motor Company",
"html": "<a href=\"http://corporate.ford.com\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:fv:corporate:home","onclick_referredTo":"fv:corporate:home"}}\"> ©..."
}
],
"contactLinks": [
{
"href": "https://www.ford.com/support/vehicle-dashboard/?gnav=header-account",
"text": "Vehicle Dashboard",
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},
{
"href": "https://www.ford.com/support/fordpass/fordpass-rewards/overview/?gnav=header-account",
"text": "Ford Rewards",
"html": "<a class=\"flyout__interactive-item flyout__interactive-item--link \" href=\"https://www.ford.com/support/fordpass/fordpass-rewards/overview/?gnav=header-account\" style=\"--transition-delay: 5\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName&..."
},
{
"href": "https://www.ford.com/support/category/technology?fmccmp=fv-hp-cta-flmo-technology",
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},
{
"href": "https://support.google.com/androidauto/answer/6348019?hl=en&ref_topic=6106969#!adchoices",
"text": "g.co/androidauto/requirements",
"html": "<a href=\"https://support.google.com/androidauto/answer/6348019?hl=en&ref_topic=6106969#!adchoices\" title target=\"_blank\">g.co/androidauto/requirements</a>"
},
{
"href": "https://www.ford.com/help/terms/reservations-payments-orders/",
"text": "Reservation Terms and Conditions",
"html": "<a href=\"https://www.ford.com/help/terms/reservations-payments-orders/\" title=\"null\" target=\"_blank\">Reservation Terms and Conditions</a>"
},
{
"href": "https://www.ford.com/finance/customer-support?gnav=footer-finance",
"text": "Customer Support",
"html": "<a class=\"footer-main__link\" href=\"https://www.ford.com/finance/customer-support?gnav=footer-finance\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:flmc:support:..."
},
{
"href": "https://www.ford.com/dealerships/#/context/owner/?gnav=footer-support",
"text": "Locate a Dealer",
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},
{
"href": "https://www.ford.com/support/?gnav=footer-support",
"text": "Support Home",
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},
{
"href": "https://www.ford.com/support/category/technology/?gnav=footer-support",
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{
"href": "https://www.ford.com/support/category/service-maintenance/?gnav=footer-support",
"text": "Service and Maintenance",
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},
{
"href": "https://www.ford.com/support/category/electric-vehicle/?gnav=footer-support",
"text": "Electric Vehicle Support",
"html": "<a class=\"footer-main__link\" href=\"https://www.ford.com/support/category/electric-vehicle/?gnav=footer-support\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:flm..."
},
{
"href": "https://www.ford.com/support/vehicle-dashboard/?gnav=footer-support",
"text": "Owner Vehicle Dashboard Log In",
"html": "<a class=\"footer-main__link\" href=\"https://www.ford.com/support/vehicle-dashboard/?gnav=footer-support\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:flmo:vehile..."
},
{
"href": "https://www.ford.com/support/fordpass/fordpass-rewards/overview/?gnav=footer-support",
"text": "Ford Rewards",
"html": "<a class=\"footer-main__link\" href=\"https://www.ford.com/support/fordpass/fordpass-rewards/overview/?gnav=footer-support\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"ref..."
},
{
"href": "https://www.ford.com/support/vehicle-health/?gnav=footer-support",
"text": "Vehicle Health Report",
"html": "<a class=\"footer-main__link\" href=\"https://www.ford.com/support/vehicle-health/?gnav=footer-support\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:flmo:vehicle h..."
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{
"href": "https://www.ford.com/support/owner-manuals/?gnav=footer-support",
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"html": "<a class=\"footer-main__link\" href=\"https://www.ford.com/support/owner-manuals/?gnav=footer-support\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":"referral:flmo:owner manu..."
},
{
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{
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{
"href": "https://www.ford.com/support/service-maintenance/coupons-offers-rebates/?gnav=footer-support",
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"html": "<a class=\"footer-main__link\" href=\"https://www.ford.com/support/service-maintenance/coupons-offers-rebates/?gnav=footer-support\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick":&..."
},
{
"href": "https://www.ford.com/support/category/service-maintenance/roadside-assistance/?gnav=footer-support",
"text": "Roadside Assistance",
"html": "<a class=\"footer-main__link\" href=\"https://www.ford.com/support/category/service-maintenance/roadside-assistance/?gnav=footer-support\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit","onclick_onclick&q..."
},
{
"href": "https://www.ford.com/support/category/service-maintenance/collision-assistance/?gnav=footer-support",
"text": "Collision Assistance",
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},
{
"href": "//www.ford.com/content/brand_ford/en_us/brand/help/privacy?gnav=footer-support",
"text": "California Consumer Notice",
"html": "<a class=\"footer-main__link\" href=\"//www.ford.com/content/brand_ford/en_us/brand/help/privacy?gnav=footer-support\" target=\"_self\"> California Consumer Notice </a>"
},
{
"href": "https://www.ford.com/support/how-tos/fordpass/fordpass-connect/how-do-i-disconnect-remote-vehicle-access/?gnav=footer-support",
"text": "Disconnect Remote Vehicle Access",
"html": "<a class=\"footer-main__link\" href=\"https://www.ford.com/support/how-tos/fordpass/fordpass-connect/how-do-i-disconnect-remote-vehicle-access/?gnav=footer-support\" target=\"_self\" data-ford-metrics-click=\"{"name":"referral-exit","direct":"referral-exit","secondary":"websdk-exit","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"referral:exit&qu..."
},
{
"href": "//www.ford.com/content/na/ford/en_us/help/sitemap",
"text": "Site Map",
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},
{
"href": "//www.ford.com/content/na/ford/en_us/help/glossary",
"text": "Glossary",
"html": "<a href=\"//www.ford.com/content/na/ford/en_us/help/glossary\" target=\"_self\" rel=\"noopener noreferrer\"> Glossary </a>"
},
{
"href": "//www.ford.com/content/na/ford/en_us/help/contact",
"text": "Contact Us",
"html": "<a href=\"//www.ford.com/content/na/ford/en_us/help/contact\" target=\"_self\" rel=\"noopener noreferrer\"> Contact Us </a>"
},
{
"href": "//www.ford.com/content/brand_ford/en_us/brand/help/contact#accessibility",
"text": "Accessibility",
"html": "<a href=\"//www.ford.com/content/brand_ford/en_us/brand/help/contact#accessibility\" target=\"_self\" rel=\"noopener noreferrer\"> Accessibility </a>"
},
{
"href": "//www.ford.com/content/na/ford/en_us/help/terms",
"text": "Terms & Conditions",
"html": "<a href=\"//www.ford.com/content/na/ford/en_us/help/terms\" target=\"_self\" rel=\"noopener noreferrer\"> Terms & Conditions </a>"
},
{
"href": "//www.ford.com/content/na/ford/en_us/help/privacy",
"text": "Privacy Notice",
"html": "<a href=\"//www.ford.com/content/na/ford/en_us/help/privacy\" target=\"_self\" rel=\"noopener noreferrer\"> Privacy Notice </a>"
},
{
"href": "//www.ford.com/content/na/ford/en_us/help/privacy/ccpa",
"text": "Your Privacy Choices CCPA compliance badge",
"html": "<a href=\"//www.ford.com/content/na/ford/en_us/help/privacy/ccpa\" target=\"_self\" rel=\"noopener noreferrer\"> Your Privacy Choices <svg height=\"16\" width=\"33.3\" aria-hidden=\"true\" class=\"footer-skinny__icon footer-skinny__icon--mobile \"> <title>CCPA compliance badge</title> <use href=\"#footer-skinny-ccpa\"/> </svg> </a>"
},
{
"href": "https://www.ford.com/help/privacy/#interestbasedads",
"text": "Interest Based Ads",
"html": "<a href=\"https://www.ford.com/help/privacy/#interestbasedads\" target=\"_self\" rel=\"noopener noreferrer\"> Interest Based Ads </a>"
},
{
"href": "//www.ford.com/content/na/ford/en_us/help/third-party-trademarks",
"text": "Third-Party Trademarks",
"html": "<a href=\"//www.ford.com/content/na/ford/en_us/help/third-party-trademarks\" target=\"_self\" rel=\"noopener noreferrer\"> Third-Party Trademarks </a>"
},
{
"href": "https://www.ford.com/help/privacy/",
"text": "Privacy Notice.",
"html": "<a class=\"ot-cookie-policy-link\" href=\"https://www.ford.com/help/privacy/\" aria-label=\"More information about your privacy, opens in a new tab\" rel=\"noopener noreferrer\" target=\"_blank\">Privacy Notice.</a>"
},
{
"href": "https://www.ford.com/help/privacy/",
"text": "Privacy Notice.",
"html": "<a href=\"https://www.ford.com/help/privacy/\" rel=\"nofollow\">Privacy Notice.</a>"
},
{
"href": "https://www.ford.com/help/privacy/ccpa/",
"text": "here",
"html": "<a href=\"https://www.ford.com/help/privacy/ccpa/\" rel=\"nofollow\">here</a>"
}
],
"privacyLinks": [
{
"href": "https://www.ford.com/help/terms/reservations-payments-orders/",
"text": "Reservation Terms and Conditions",
"html": "<a href=\"https://www.ford.com/help/terms/reservations-payments-orders/\" title=\"null\" target=\"_blank\">Reservation Terms and Conditions</a>"
},
{
"href": "//www.ford.com/content/brand_ford/en_us/brand/help/privacy?gnav=footer-support",
"text": "California Consumer Notice",
"html": "<a class=\"footer-main__link\" href=\"//www.ford.com/content/brand_ford/en_us/brand/help/privacy?gnav=footer-support\" target=\"_self\"> California Consumer Notice </a>"
},
{
"href": "//www.ford.com/content/na/ford/en_us/help/terms",
"text": "Terms & Conditions",
"html": "<a href=\"//www.ford.com/content/na/ford/en_us/help/terms\" target=\"_self\" rel=\"noopener noreferrer\"> Terms & Conditions </a>"
},
{
"href": "//www.ford.com/content/na/ford/en_us/help/privacy",
"text": "Privacy Notice",
"html": "<a href=\"//www.ford.com/content/na/ford/en_us/help/privacy\" target=\"_self\" rel=\"noopener noreferrer\"> Privacy Notice </a>"
},
{
"href": "//www.ford.com/content/na/ford/en_us/help/privacy/ccpa",
"text": "Your Privacy Choices CCPA compliance badge",
"html": "<a href=\"//www.ford.com/content/na/ford/en_us/help/privacy/ccpa\" target=\"_self\" rel=\"noopener noreferrer\"> Your Privacy Choices <svg height=\"16\" width=\"33.3\" aria-hidden=\"true\" class=\"footer-skinny__icon footer-skinny__icon--mobile \"> <title>CCPA compliance badge</title> <use href=\"#footer-skinny-ccpa\"/> </svg> </a>"
},
{
"href": "https://www.ford.com/help/privacy/#interestbasedads",
"text": "Interest Based Ads",
"html": "<a href=\"https://www.ford.com/help/privacy/#interestbasedads\" target=\"_self\" rel=\"noopener noreferrer\"> Interest Based Ads </a>"
},
{
"href": "https://www.ford.com/help/privacy/",
"text": "Privacy Notice.",
"html": "<a class=\"ot-cookie-policy-link\" href=\"https://www.ford.com/help/privacy/\" aria-label=\"More information about your privacy, opens in a new tab\" rel=\"noopener noreferrer\" target=\"_blank\">Privacy Notice.</a>"
},
{
"href": "https://www.ford.com/help/privacy/",
"text": "Privacy Notice.",
"html": "<a href=\"https://www.ford.com/help/privacy/\" rel=\"nofollow\">Privacy Notice.</a>"
},
{
"href": "https://www.ford.com/help/privacy/ccpa/",
"text": "here",
"html": "<a href=\"https://www.ford.com/help/privacy/ccpa/\" rel=\"nofollow\">here</a>"
}
],
"score": 40,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
Needs attention
AEO: Answer-first sections
Issue
96 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer-first sections
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer-first sections scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 101,
"passing": 5,
"failing": [
{
"heading": "Find local incentives",
"headingHtml": "<h2 class=\"header\" aria-labelledby=\"Find local incentives\">Find local incentives</h2>",
"firstParagraph": "Enter your ZIP code so we can find incentives near you.",
"paragraphHtml": "<p class=\"description\">Enter your ZIP code so we can find incentives near you.</p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
},
{
"heading": "Find local incentives",
"headingHtml": "<h2 id=\"loc-verify-title\" class=\"cmp-location-verification-modal__title\"> Find local incentives </h2>",
"firstParagraph": "Enter your ZIP code so we can find incentives and dealers near you.",
"paragraphHtml": "<p class=\"cmp-location-verification-modal__subtitle\"> Enter your ZIP code so we can find incentives and dealers near you. </p>",
"words": 13,
"direct": false,
"issue": "First paragraph is 13 words and does not look like a concise direct answer."
},
{
"heading": "You are now leaving www.ford.com.",
"headingHtml": "<h2 class=\"modal-headline\" id=\"externalHeading\"> You are now leaving www.ford.com. </h2>",
"firstParagraph": "Ford's privacy policy will no longer apply. Please refer to the redirected website for its privacy policy.",
"paragraphHtml": "<p>Ford's privacy policy will no longer apply. Please refer to the redirected website for its privacy policy.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "Featured Offers",
"headingHtml": "<h2>Featured Offers</h2>",
"firstParagraph": "Pricing for June 10, 2026 and 48120",
"paragraphHtml": "<p>Pricing for <span data-currentdate=\"data-currentdate\">June 10, 2026</span> and <span data-postalcode=\"data-postalcode\" style=\"display: inline-block;\"><a class=\"zipcode-text\" href=\"javascript:void(0)\" role=\"button\" data-keypress=\"true\" aria-label=\"Zipcode 48120\">48120</a></span></p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "Technology",
"headingHtml": "<h2 class=\"cmp-grid__eyebrow fade fade-in\"> Technology </h2>",
"firstParagraph": "Create Your Perfect Drive",
"paragraphHtml": "<p class=\"cmp-grid__heading fade fade-in\"> Create Your Perfect Drive </p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "BlueCruise™",
"headingHtml": "<h3>BlueCruise<sup>™</sup></h3>",
"firstParagraph": "In-Vehicle Wi-Fi",
"paragraphHtml": "<p>In-Vehicle Wi-Fi</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Ford Co-Pilot360® Technology",
"headingHtml": "<h3>Ford Co-Pilot360<sup>®</sup> Technology</h3>",
"firstParagraph": "Experience the magic of hands-free highway driving on 97% of controlled access highways in the U.S. and Canada. 127",
"paragraphHtml": "<p>Experience the magic of hands-free highway driving on 97% of controlled access highways in the U.S. and Canada.<sup class=\"disclosure global_disclosures\" data-disclosure-type=\"global\" data-disc=\"BluecruiseDisclaimer\" data-disc-id=\"127\"> 127 </sup></p>",
"words": 20,
"direct": false,
"issue": "First paragraph is 20 words and does not look like a concise direct answer."
},
{
"heading": "Buying A Ford",
"headingHtml": "<h2 class=\"cmp-grid__eyebrow fade fade-in\"> Buying A Ford </h2>",
"firstParagraph": "Get a Quote. Get Keys. Get Going.",
"paragraphHtml": "<p class=\"cmp-grid__heading fade fade-in\"> Get a Quote. Get Keys. Get Going. </p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "Build & Price",
"headingHtml": "<h2 class=\"bannerTitle \"><p>Build & Price</p> </h2>",
"firstParagraph": "Build & Price",
"paragraphHtml": "<p>Build & Price</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Find a Dealer",
"headingHtml": "<h2>Find a Dealer</h2>",
"firstParagraph": "See the latest vehicles or get service.",
"paragraphHtml": "<p>See the latest vehicles or get service.</p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "Pre-Qualify",
"headingHtml": "<h2>Pre-Qualify</h2>",
"firstParagraph": "Know your budget. Zero credit impact.",
"paragraphHtml": "<p>Know your budget. Zero credit impact.</p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "Search Inventory",
"headingHtml": "<h2>Search Inventory</h2>",
"firstParagraph": "Find your Ford vehicle.",
"paragraphHtml": "<p>Find your Ford vehicle.</p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "The Ford Owner Experience",
"headingHtml": "<h2 class=\"fade fade-in\">The Ford Owner Experience</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Ford Mobile Service",
"headingHtml": "<h3>Ford Mobile Service</h3>",
"firstParagraph": "Our technicians can perform a lot of the same services remotely that we do in the dealership. 19 From oil and filter changes to brakes, batteries, tire rotation, and more.",
"paragraphHtml": "<p>Our technicians can perform a lot of the same services remotely that we do in the dealership.<sup class=\"disclosure global_disclosures\" data-disclosure-type=\"global\" data-disc=\"Ford\" data-disc-id=\"19\"> 19 </sup> From oil and filter changes to brakes, batteries, tire rotation, and more.</p>",
"words": 30,
"direct": false,
"issue": "First paragraph is 30 words and does not look like a concise direct answer."
},
{
"heading": "Ford Pickup & Delivery",
"headingHtml": "<h3>Ford Pickup & Delivery</h3>",
"firstParagraph": "Just tell your dealer when and where you’d like to have your Ford vehicle picked up — home or work — and we’ll come get it, service it at the dealership, and return it to you. 19",
"paragraphHtml": "<p>Just tell your dealer when and where you’d like to have your Ford vehicle picked up — home or work — and we’ll come get it, service it at the dealership, and return it to you.<sup class=\"disclosure global_disclosures\" data-disclosure-type=\"global\" data-disc=\"Ford\" data-disc-id=\"19\"> 19</sup></p>",
"words": 37,
"direct": false,
"issue": "First paragraph is 37 words and does not look like a concise direct answer."
},
{
"heading": "Ford Rewards",
"headingHtml": "<h3>Ford Rewards</h3>",
"firstParagraph": "Download the Ford app and join Ford Rewards. * You’ll earn Points on all of your Ford Service, Parts & Accessories and more. **",
"paragraphHtml": "<p>Download the Ford app and join Ford Rewards.<sup class=\"disclosure\" data-disclosure-type=\"inline\" data-disc=\"*\" data-disc-id=\"FordPassAppDisclaimer\"> *</sup> You’ll earn Points on all of your Ford Service, Parts & Accessories and more.<sup class=\"disclosure\" data-disclosure-type=\"inline\" data-disc=\"**\" data-disc-id=\"LimitationsApplyDisclaimer\"> **</sup></p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "Vehicle Spotlight",
"headingHtml": "<h2 class=\"cmp-grid__eyebrow fade fade-in\"> Vehicle Spotlight </h2>",
"firstParagraph": "Picture Yourself in One",
"paragraphHtml": "<p class=\"cmp-grid__heading fade fade-in\"> Picture Yourself in One </p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "Send Me Updates",
"headingHtml": "<h2>Send Me Updates</h2>",
"firstParagraph": "Get the latest on our newest vehicles, offers, product updates and more.",
"paragraphHtml": "<p>Get the latest on our newest vehicles, offers, product updates and more.</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "You are now leaving www.ford.com.",
"headingHtml": "<h2 class=\"modal-headline\" id=\"ford-google-exitHeading\"> You are now leaving www.ford.com. </h2>",
"firstParagraph": "Ford's privacy policy will no longer apply. Please refer to the redirected website for its privacy policy.",
"paragraphHtml": "<p>Ford's privacy policy will no longer apply. Please refer to the redirected website for its privacy policy.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "Please choose a language",
"headingHtml": "<h2 class=\"language-selector-modal__heading\"> Please choose a language </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Note",
"headingHtml": "<h2 class=\"disclosures__disclosure-heading\">Note</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "1",
"headingHtml": "<h2 class=\"disclosures__disclosure-heading\">1</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "2",
"headingHtml": "<h2 class=\"disclosures__disclosure-heading\">2</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "3",
"headingHtml": "<h2 class=\"disclosures__disclosure-heading\">3</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "4",
"headingHtml": "<h2 class=\"disclosures__disclosure-heading\">4</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
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{
"heading": "5",
"headingHtml": "<h2 class=\"disclosures__disclosure-heading\">5</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
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{
"heading": "6",
"headingHtml": "<h2 class=\"disclosures__disclosure-heading\">6</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
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{
"heading": "7",
"headingHtml": "<h2 class=\"disclosures__disclosure-heading\">7</h2>",
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"issue": "No paragraph follows this heading."
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{
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"headingHtml": "<h2 class=\"disclosures__disclosure-heading\">8</h2>",
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"issue": "No paragraph follows this heading."
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{
"heading": "12",
"headingHtml": "<h2 class=\"disclosures__disclosure-heading\">12</h2>",
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"issue": "No paragraph follows this heading."
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"headingHtml": "<h2 class=\"disclosures__disclosure-heading\">18</h2>",
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"heading": "19",
"headingHtml": "<h2 class=\"disclosures__disclosure-heading\">19</h2>",
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"issue": "No paragraph follows this heading."
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"issue": "No paragraph follows this heading."
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"issue": "No paragraph follows this heading."
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"issue": "No paragraph follows this heading."
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{
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"direct": false,
"issue": "No paragraph follows this heading."
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{
"heading": "25",
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"direct": false,
"issue": "No paragraph follows this heading."
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{
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"direct": false,
"issue": "No paragraph follows this heading."
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{
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"firstParagraph": "",
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"direct": false,
"issue": "No paragraph follows this heading."
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{
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"headingHtml": "<h2 class=\"disclosures__disclosure-heading\">28</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
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{
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"headingHtml": "<h2 class=\"disclosures__disclosure-heading\">31</h2>",
"firstParagraph": "",
"paragraphHtml": "",
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"direct": false,
"issue": "No paragraph follows this heading."
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"issue": "No paragraph follows this heading."
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{
"heading": "168",
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"issue": "No paragraph follows this heading."
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{
"heading": "171",
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"direct": false,
"issue": "No paragraph follows this heading."
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{
"heading": "172",
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"direct": false,
"issue": "No paragraph follows this heading."
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{
"heading": "173",
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"direct": false,
"issue": "No paragraph follows this heading."
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{
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"issue": "No paragraph follows this heading."
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{
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"direct": false,
"issue": "No paragraph follows this heading."
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{
"heading": "178",
"headingHtml": "<h2 class=\"disclosures__disclosure-heading\">178</h2>",
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"direct": false,
"issue": "No paragraph follows this heading."
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{
"heading": "180",
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"direct": false,
"issue": "No paragraph follows this heading."
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{
"heading": "181",
"headingHtml": "<h2 class=\"disclosures__disclosure-heading\">181</h2>",
"firstParagraph": "",
"paragraphHtml": "",
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"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "182",
"headingHtml": "<h2 class=\"disclosures__disclosure-heading\">182</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "183",
"headingHtml": "<h2 class=\"disclosures__disclosure-heading\">183</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "184",
"headingHtml": "<h2 class=\"disclosures__disclosure-heading\">184</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "185",
"headingHtml": "<h2 class=\"disclosures__disclosure-heading\">185</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "186",
"headingHtml": "<h2 class=\"disclosures__disclosure-heading\">186</h2>",
"firstParagraph": "Annual Mileage: The miles per year that you expect to drive should match the mileage allowance you select for your lease. The mileage allowance you select will impact the monthly lease payment and the terms of repayment. You will be responsible for a per-mile excess mileage charge over the mileage allowance in your...",
"paragraphHtml": "<p><b>Annual Mileage: </b>The miles per year that you expect to drive should match the mileage allowance you select for your lease. The mileage allowance you select will impact the monthly lease payment and the terms of repayment. You will be responsible for a per-mile excess mileage charge over the mileage allowance in your lease (see footnote 10 Estimated Monthly Payment for excess mileage charges).</p>",
"words": 64,
"direct": false,
"issue": "First paragraph is 64 words and does not look like a concise direct answer."
},
{
"heading": "188",
"headingHtml": "<h2 class=\"disclosures__disclosure-heading\">188</h2>",
"firstParagraph": "",
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"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "189",
"headingHtml": "<h2 class=\"disclosures__disclosure-heading\">189</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "190",
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"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "191",
"headingHtml": "<h2 class=\"disclosures__disclosure-heading\">191</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "192",
"headingHtml": "<h2 class=\"disclosures__disclosure-heading\">192</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "193",
"headingHtml": "<h2 class=\"disclosures__disclosure-heading\">193</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "194",
"headingHtml": "<h2 class=\"disclosures__disclosure-heading\">194</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "195",
"headingHtml": "<h2 class=\"disclosures__disclosure-heading\">195</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "All Vehicles",
"headingHtml": "<h2 class=\"footer-main__heading\"> All Vehicles </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Shop",
"headingHtml": "<h2 class=\"footer-main__heading\"> Shop </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Finance",
"headingHtml": "<h2 class=\"footer-main__heading\"> Finance </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Experience Ford",
"headingHtml": "<h2 class=\"footer-main__heading\"> Experience Ford </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Support",
"headingHtml": "<h2 class=\"footer-main__heading\"> Support </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Follow Ford",
"headingHtml": "<h2 class=\"footer-social-v2__media-heading\">Follow Ford</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "You are now leaving www.ford.com",
"headingHtml": "<h2 class=\"modal-headline\" id=\"adchoicesHeading\"> You are now leaving www.ford.com </h2>",
"firstParagraph": "Ford’s privacy will no longer apply. Please refer to the redirected website for its privacy policy.",
"paragraphHtml": "<p>Ford’s privacy will no longer apply. Please refer to the redirected website for its privacy policy.<br> </p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "Cookie Preference Center",
"headingHtml": "<h2 id=\"ot-pc-title\">Cookie Preference Center</h2>",
"firstParagraph": "",
"paragraphHtml": "<p></p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
},
{
"heading": "Cookie List",
"headingHtml": "<h3>Cookie List</h3>",
"firstParagraph": "",
"paragraphHtml": "<p role=\"status\" class=\"ot-scrn-rdr\"></p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 70/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 70/100 and needs improvement.
Needs attention
GEO: Extraction-friendly structure
Issue
Missing extraction signals: table with <thead> only if the page already has tabular/comparative data, ordered list only if the page explains a workflow/process, optional visible FAQ or FAQPage schema, JSON-LD structured data.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Extraction-friendly structure
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Extraction-friendly structure scored 70/100 and needs improvement.
Evidence
{
"hasSummary": true,
"tableCount": 0,
"tablesWithHead": 0,
"tablesMissingThead": [],
"orderedLists": 0,
"hasFaq": false,
"definitionPatterns": 48,
"schemaBlocks": 0,
"missingSignals": [
"table with <thead> only if the page already has tabular/comparative data",
"ordered list only if the page explains a workflow/process",
"optional visible FAQ or FAQPage schema",
"JSON-LD structured data"
],
"score": 70,
"weight": 24
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
Needs attention
AEO: Question-led structure
Issue
No question-led h2 sections or FAQ pattern was detected.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Question-led structure
Score
50/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Question-led structure scored 50/100 and needs improvement.
Evidence
{
"h2Count": 95,
"questionH2s": [],
"hasFaq": false,
"score": 50,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 81/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 81/100 and needs improvement.
Needs attention
GEO: Entity clarity
Issue
Title/H1 terms missing from description: suvs, crossovers, trucks, vans, cars, employee, pricing, all, pay.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Entity clarity
Score
81/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Entity clarity scored 81/100 and needs improvement.
Evidence
{
"title": "Ford® - New Hybrid & Electric Vehicles, SUVs, Crossovers, Trucks, Vans & Cars",
"h1": "Employee Pricing for All You Pay What We Pay",
"description": "Ford® is Built for America. Discover the latest lineup in new Ford vehicles! Explore hybrid & electric vehicle options, see photos, build & price, search inventory, view pricing & incentives & see the latest technology & news happening at Ford.",
"topicOverlap": 0.35714285714285715,
"topicTerms": [
"ford",
"new",
"hybrid",
"electric",
"vehicles",
"suvs",
"crossovers",
"trucks",
"vans",
"cars",
"employee",
"pricing",
"all",
"pay"
],
"descriptionTerms": [
"ford",
"built",
"america",
"discover",
"latest",
"lineup",
"new",
"vehicles",
"explore",
"hybrid",
"electric",
"vehicle",
"options",
"see",
"photos",
"build",
"price",
"search",
"inventory"
],
"missingFromDescription": [
"suvs",
"crossovers",
"trucks",
"vans",
"cars",
"employee",
"pricing",
"all",
"pay"
],
"score": 81,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
Needs attention
GEO: Explanatory content depth
Issue
13 explanatory paragraph(s) could be stronger for citation or AI extraction.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Explanatory content depth
Score
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Explanatory content depth scored 75/100 and needs improvement.
Evidence
{
"candidatePassages": 13,
"citablePassages": 0,
"failingCandidateParagraphs": [
{
"index": 65,
"heading": "H2: 14",
"text": "The \"estimated selling price\" is for estimation purposes only and the figures presented do not represent an offer that can be accepted by you. See your local dealer for vehicle availability and actual price. The Estimated Selling Price shown is the Base MSRP plus destination charges and total of options, but does not include service contracts, insurance or any outstanding prior credit balance. Does not include tax...",
"words": 85,
"hasEvidence": false,
"reasons": [
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p>The "estimated selling price" is for estimation purposes only and the figures presented do not represent an offer that can be accepted by you. See your local dealer for vehicle availability and actual price. The Estimated Selling Price shown is the Base MSRP plus destination charges and total of options, but does not include service contracts, insurance or any outstanding prior credit balance. Does not include tax, title or registration fees. It also includes the acquisition..."
},
{
"index": 66,
"heading": "H2: 14",
"text": "The \"estimated capitalized cost\" is for estimation purposes only and the figures presented do not represent an offer that can be accepted by you. See your local dealer for vehicle availability, actual price, and financing options. Estimated Capitalized Cost shown is the Base MSRP plus destination charges and total of options, but does not include service contracts, insurance or any outstanding prior credit balance...",
"words": 86,
"hasEvidence": false,
"reasons": [
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p>The "estimated capitalized cost" is for estimation purposes only and the figures presented do not represent an offer that can be accepted by you. See your local dealer for vehicle availability, actual price, and financing options. Estimated Capitalized Cost shown is the Base MSRP plus destination charges and total of options, but does not include service contracts, insurance or any outstanding prior credit balance. Does not include tax, title or registration fees. It also include..."
},
{
"index": 67,
"heading": "H2: 16",
"text": "The \"amount financed\" is for estimation purposes only and the figures presented do not represent an offer that can be accepted by you. See your local dealer for vehicle availability, actual price, and financing options. Estimated Amount Financed is the amount used to determine the Estimated Monthly Payment. It is equal to the Estimated Selling Price of the vehicle less Down Payment, Available Incentives and Net Tr...",
"words": 68,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (68 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p>The "amount financed" is for estimation purposes only and the figures presented do not represent an offer that can be accepted by you. See your local dealer for vehicle availability, actual price, and financing options. Estimated Amount Financed is the amount used to determine the Estimated Monthly Payment. It is equal to the Estimated Selling Price of the vehicle less Down Payment, Available Incentives and Net Trade-in Amount.</p>"
},
{
"index": 68,
"heading": "H2: 16",
"text": "The \"adjusted capitalized cost\" is for estimation purposes only and the figures presented do not represent an offer that can be accepted by you. See your local dealer for vehicle availability, actual price, and financing options. Estimated Adjusted Capitalized Cost is the amount used to determine the Estimated Monthly Payment. It is equal to the Estimated Capitalized Cost less Down Payment, Available Incentives, a...",
"words": 67,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (67 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p>The "adjusted capitalized cost" is for estimation purposes only and the figures presented do not represent an offer that can be accepted by you. See your local dealer for vehicle availability, actual price, and financing options. Estimated Adjusted Capitalized Cost is the amount used to determine the Estimated Monthly Payment. It is equal to the Estimated Capitalized Cost less Down Payment, Available Incentives, and Net Trade-in Amount.</p>"
},
{
"index": 69,
"heading": "H2: 17",
"text": "Dealer Accessories are defined as items that do not appear on the factory window sticker that are installed by a Ford or Lincoln Dealers. Actual Prices for all accessories may vary and depend upon your dealer. Prices DO NOT include installation or painting, which may be required for particular items. Please check with your authorized dealer for complete pricing accuracy for all accessories and parts.",
"words": 65,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (65 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p>Dealer Accessories are defined as items that do not appear on the factory window sticker that are installed by a Ford or Lincoln Dealers. Actual Prices for all accessories may vary and depend upon your dealer. Prices DO NOT include installation or painting, which may be required for particular items. Please check with your authorized dealer for complete pricing accuracy for all accessories and parts.</p>"
},
{
"index": 70,
"heading": "H2: 17",
"text": "Genuine Ford Accessories will be warranted for whichever provides you the greatest benefit: 12 months or 12,000 miles (whichever occurs first) or the remainder of your Bumper-to-Bumper 3-year/36,000-mile New Vehicles Warranty. Contact your local Ford, Lincoln or Mercury dealer for details and a copy of the limited warranty.",
"words": 51,
"hasEvidence": true,
"reasons": [
"Too short for a citation-ready passage (51 words; target 80-220)."
],
"html": "<p>Genuine Ford Accessories will be warranted for whichever provides you the greatest benefit: 12 months or 12,000 miles (whichever occurs first) or the remainder of your Bumper-to-Bumper 3-year/36,000-mile New Vehicles Warranty. Contact your local Ford, Lincoln or Mercury dealer for details and a copy of the limited warranty.</p>"
},
{
"index": 71,
"heading": "H2: 17",
"text": "Ford Licensed Accessories (FLA) are warranted by the accessories manufacturer's warranty. Contact your Ford, Lincoln or Mercury Dealer for details regarding the manufacturer's limited warranty and/or a copy of the FLA product limited warranty offered by the accessory manufacturer.",
"words": 40,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (40 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p>Ford Licensed Accessories (FLA) are warranted by the accessories manufacturer's warranty. Contact your Ford, Lincoln or Mercury Dealer for details regarding the manufacturer's limited warranty and/or a copy of the FLA product limited warranty offered by the accessory manufacturer.</p>"
},
{
"index": 72,
"heading": "H2: 17",
"text": "Most Ford Racing Performance Parts are sold with no warranty. Ford Racing Performance Parts are sold \"As Is\", \"With All Faults\", \"As They Stand\" and without any express warranty whatsoever, unless otherwise expressly designated herein. To determine which parts come with a warranty from the original manufacturer, or from Ford Racing, please contact the Ford Racing Techline at (800) FORD788.",
"words": 60,
"hasEvidence": true,
"reasons": [
"Too short for a citation-ready passage (60 words; target 80-220)."
],
"html": "<p>Most Ford Racing Performance Parts are sold with no warranty. Ford Racing Performance Parts are sold "As Is", "With All Faults", "As They Stand" and without any express warranty whatsoever, unless otherwise expressly designated herein. To determine which parts come with a warranty from the original manufacturer, or from Ford Racing, please contact the Ford Racing Techline at (800) FORD788.</p>"
},
{
"index": 73,
"heading": "H2: 50",
"text": "Ford Security Package requires the Ford app, modem activation, and an activated plan. Equipped Ford vehicles come with a one-year included trial from new vehicle warranty start date, after which purchase is required. Requires vehicle connectivity and a connected mobile device with enabled push notifications. Not available in U.S. territories.",
"words": 51,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (51 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p>Ford Security Package requires the Ford app, modem activation, and an activated plan. Equipped Ford vehicles come with a one-year included trial from new vehicle warranty start date, after which purchase is required. Requires vehicle connectivity and a connected mobile device with enabled push notifications. Not available in U.S. territories.</p>"
},
{
"index": 74,
"heading": "H2: 64",
"text": "Employee Pricing is available at participating dealers. Employee Starting At Price is for base vehicle. Excludes destination/delivery fee plus government fees and taxes, any finance charges, any dealer processing charge, any electronic filing charge, and any emission testing charge. Optional equipment not included. See dealer for details.",
"words": 48,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (48 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p>Employee Pricing is available at participating dealers. Employee Starting At Price is for base vehicle. Excludes <a href=\"https://www.ford.com/auto-shipping-delivery-charges/\" aria-label=\"Learn more about Ford auto transport and delivery charges\">destination/delivery fee</a> plus government fees and taxes, any finance charges, any dealer processing charge, any electronic filing charge, and any emission testing charge. Optional equipment not included. See dealer for details.</p>"
},
{
"index": 75,
"heading": "H2: 186",
"text": "Annual Mileage: The miles per year that you expect to drive should match the mileage allowance you select for your lease. The mileage allowance you select will impact the monthly lease payment and the terms of repayment. You will be responsible for a per-mile excess mileage charge over the mileage allowance in your lease (see footnote 10 Estimated Monthly Payment for excess mileage charges).",
"words": 64,
"hasEvidence": true,
"reasons": [
"Too short for a citation-ready passage (64 words; target 80-220)."
],
"html": "<p><b>Annual Mileage: </b>The miles per year that you expect to drive should match the mileage allowance you select for your lease. The mileage allowance you select will impact the monthly lease payment and the terms of repayment. You will be responsible for a per-mile excess mileage charge over the mileage allowance in your lease (see footnote 10 Estimated Monthly Payment for excess mileage charges).</p>"
},
{
"index": 79,
"heading": "H4: Allow Sales and Sharing for Targeted Advertising",
"text": "Your opt-out choice is specific to this website, browser, and device. You will need to set your preference for each browser and device you use to access our website. If you clear the Cookies on your device or browser, you may need to set your preference again. Cookie-enabled opt-out signals may not be effective if you block or clear Cookies.",
"words": 60,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (60 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p class=\"ot-category-desc\" id=\"ot-desc-id-BG114\">Your opt-out choice is specific to this website, browser, and device. You will need to set your preference for each browser and device you use to access our website. If you clear the Cookies on your device or browser, you may need to set your preference again. Cookie-enabled opt-out signals may not be effective if you block or clear Cookies. </p>"
},
{
"index": 84,
"heading": "H4: About Opt-Out Preference Signals",
"text": "We have enabled the Global Privacy Control (“GPC”), which is designed to recognize opt-out preference signals. In order to process your request through GPC, you must use a browser or extension supporting the preference signal. If you choose to use this opt-out preference signal, you will need to turn it on for each browser and each device you use.",
"words": 59,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (59 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p class=\"ot-category-desc\" id=\"ot-desc-id-BG115\">We have enabled the Global Privacy Control (“GPC”), which is designed to recognize opt-out preference signals. In order to process your request through GPC, you must use a browser or extension supporting the preference signal. If you choose to use this opt-out preference signal, you will need to turn it on for each browser and each device you use.</p>"
}
],
"citableParagraphs": [],
"score": 75,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 70/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 70/100 and needs improvement.
Needs attention
AIO: Page experience for AIO
Issue
10 image(s) are missing width/height attributes. 52 possible modal/interstitial element(s) detected.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Page experience for AIO
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Page experience for AIO scored 70/100 and needs improvement.
Evidence
{
"viewportContent": "width=device-width, initial-scale=1.0",
"visibleWords": 4822,
"htmlBytes": 1505584,
"imagesMissingDimensions": [
{
"src": "https://www.assets.ford.com/adobe/assets/urn:aaid:aem:d4a20644-06c5-40bc-838c-52bb90fe00ab/as/DotCom_LandingPage_Hero_Desktop_v2.webp?max-quality=75&crop-names=1_16x9&width=4096",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://www.assets.ford.com/adobe/assets/urn:aaid:aem:d4a20644-06c5-40bc-838c-52bb90fe00ab/as/DotCom_LandingPage_Hero_Desktop_v2.webp?max-quality=75&crop-names=1_16x9&width=4096\" srcset=\"https://www.assets.ford.com/adobe/assets/urn:aaid:aem:d4a20644-06c5-40bc-838c-52bb90fe00ab/as/DotCom_LandingPage_Hero_Desktop_v2.webp?max-quality=75&crop-names=1_16x9&width=4096\" alt=\"Three different scenes of people working various jobs\" fetchpriority=\"high\">"
},
{
"src": "https://www.assets.ford.com/adobe/assets/urn:aaid:aem:6cc123de-7da4-4e0e-9aa9-1c15c22234c2/as/27_frd_bro_filson_homepage_02034_v4.webp?max-quality=75&crop-names=1_16x9&width=4096",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://www.assets.ford.com/adobe/assets/urn:aaid:aem:6cc123de-7da4-4e0e-9aa9-1c15c22234c2/as/27_frd_bro_filson_homepage_02034_v4.webp?max-quality=75&crop-names=1_16x9&width=4096\" srcset=\"https://www.assets.ford.com/adobe/assets/urn:aaid:aem:6cc123de-7da4-4e0e-9aa9-1c15c22234c2/as/27_frd_bro_filson_homepage_02034_v4.webp?max-quality=75&crop-names=1_16x9&width=4096\" alt=\"A man carrying a fishing pole and a storage bag near a 2027 Ford Bronco® Filson SUV parked on..."
},
{
"src": "/acslibs/content/dam/na/ford/en_us/images/brand/HP-BuildPrice-Skinny-Banner_2160x573.png",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img src=\"/acslibs/content/dam/na/ford/en_us/images/brand/HP-BuildPrice-Skinny-Banner_2160x573.png\" alt=\"Text with the words Build and Price shown on a blue banner\" loading=\"lazy\" class=\"cmp-banner__bgimage\">"
},
{
"src": "/acslibs/content/dam/na/ford/en_us/images/brand/icons/KBA-FinaADealer_48x48px_02.svg",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img class=\"cmp-kbaBar__logo\" src=\"/acslibs/content/dam/na/ford/en_us/images/brand/icons/KBA-FinaADealer_48x48px_02.svg\" alt=\"Find a Dealer logo\" loading=\"lazy\">"
},
{
"src": "/acslibs/content/dam/na/ford/en_us/images/brand/icons/KBA-PreQualify_48x48px_02.svg",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img class=\"cmp-kbaBar__logo\" src=\"/acslibs/content/dam/na/ford/en_us/images/brand/icons/KBA-PreQualify_48x48px_02.svg\" alt=\"Pre-Qualify logo\" loading=\"lazy\">"
},
{
"src": "/acslibs/content/dam/na/ford/en_us/images/brand/icons/KBA-SearchInventory_48x48px_02.svg",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img class=\"cmp-kbaBar__logo\" src=\"/acslibs/content/dam/na/ford/en_us/images/brand/icons/KBA-SearchInventory_48x48px_02.svg\" alt=\"Search Inventory logo\" loading=\"lazy\">"
},
{
"src": "/acslibs/content/dam/na/ford/en_us/images/brand/icons/SendMeUpdates_48x48px.svg",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img class=\"cmp-kbaBar__logo\" src=\"/acslibs/content/dam/na/ford/en_us/images/brand/icons/SendMeUpdates_48x48px.svg\" alt=\"Send Me Updates logo\" loading=\"lazy\">"
},
{
"src": "https://www.ford.com/akam/13/pixel_1c7f9012?a=dD04YjE2ODBmOTc1YjlmYTVkNjRmZmZkZjllMDcxMTRlMGQyZDQxMjMzJmpzPW9mZg==",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://www.ford.com/akam/13/pixel_1c7f9012?a=dD04YjE2ODBmOTc1YjlmYTVkNjRmZmZkZjllMDcxMTRlMGQyZDQxMjMzJmpzPW9mZg==\" style=\"visibility: hidden; position: absolute; left: -999px; top: -999px;\">"
},
{
"src": "https://cdn.cookielaw.org/logos/1d20b685-0942-4b4d-a0af-b799c97f5cf6/a5395623-e427-4e08-8233-d9f92d82abc7/4e9a489c-ad01-4d4b-9eb6-7a8d839d1837/1280px-HD_transparent_picture.png",
"width": "",
"height": "",
"loading": "",
"html": "<img alt=\"Company Logo\" src=\"https://cdn.cookielaw.org/logos/1d20b685-0942-4b4d-a0af-b799c97f5cf6/a5395623-e427-4e08-8233-d9f92d82abc7/4e9a489c-ad01-4d4b-9eb6-7a8d839d1837/1280px-HD_transparent_picture.png\">"
},
{
"src": "https://cdn.cookielaw.org/logos/static/powered_by_logo.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img alt=\"Powered by Onetrust\" src=\"https://cdn.cookielaw.org/logos/static/powered_by_logo.svg\" title=\"Powered by OneTrust Opens in a new Tab\">"
}
],
"possibleDialogs": [
"<div class=\"zipcode-overlay__content\" role=\"dialog\" tabindex=\"-1\"> <button type=\"button\" role=\"button\" aria-label=\"Close\" class=\"icon icon-close zipcode-toggle-popup\"> <span> <svg aria-label=\"Close\" aria-hidden=\"true\" height=\"24\" width=\"24\"> <use href=\"#close\"/> </svg> </span> </button> <div class=\"header_section\"> <h2 class=\"header\" aria-labelledby=\"Find local incentives\">Find local incentives</h2> <p class=\"description\">Enter your ZIP code so we can find incentives near you.</p> </div> <div...",
"<button type=\"button\" role=\"button\" aria-label=\"Close\" class=\"icon icon-close zipcode-toggle-popup\"> <span> <svg aria-label=\"Close\" aria-hidden=\"true\" height=\"24\" width=\"24\"> <use href=\"#close\"/> </svg> </span> </button>",
"<div class=\"cmp-location-verification-modal\" data-component-name=\"Location Verification Modal\" data-loc-verify-headline=\"Find local incentives\" data-loc-verify-description=\"Enter your ZIP code so we can find incentives and dealers near you.\" data-loc-verify-zip-label=\"ZIP code\" data-loc-verify-error-msg=\"Please enter a valid ZIP code\" data-loc-verify-submit-label=\"Submit Location\" data-loc-verify-use-location-label=\"Use My Location\" data-loc-verify-finding-location-label=\"Finding Location...\"...",
"<div class=\"cmp-location-verification-modal__overlay\" role=\"dialog\" aria-modal=\"true\" aria-labelledby=\"loc-verify-title\" tabindex=\"-1\" style=\"display:none;\"> <div class=\"cmp-location-verification-modal__content\"> <button type=\"button\" class=\"cmp-location-verification-modal__close\" aria-label=\"Close\"> <svg aria-hidden=\"true\" height=\"24\" width=\"24\"> <use href=\"#close\"/> </svg> </button> <div class=\"cmp-location-verification-modal__header\"> <h2 id=\"loc-verify-title\" class=\"cmp-location-verificat...",
"<div class=\"cmp-location-verification-modal__content\"> <button type=\"button\" class=\"cmp-location-verification-modal__close\" aria-label=\"Close\"> <svg aria-hidden=\"true\" height=\"24\" width=\"24\"> <use href=\"#close\"/> </svg> </button> <div class=\"cmp-location-verification-modal__header\"> <h2 id=\"loc-verify-title\" class=\"cmp-location-verification-modal__title\"> Find local incentives </h2> <p class=\"cmp-location-verification-modal__subtitle\"> Enter your ZIP code so we can find incentives and dealers...",
"<button type=\"button\" class=\"cmp-location-verification-modal__close\" aria-label=\"Close\"> <svg aria-hidden=\"true\" height=\"24\" width=\"24\"> <use href=\"#close\"/> </svg> </button>",
"<div class=\"cmp-location-verification-modal__header\"> <h2 id=\"loc-verify-title\" class=\"cmp-location-verification-modal__title\"> Find local incentives </h2> <p class=\"cmp-location-verification-modal__subtitle\"> Enter your ZIP code so we can find incentives and dealers near you. </p> </div>",
"<h2 id=\"loc-verify-title\" class=\"cmp-location-verification-modal__title\"> Find local incentives </h2>",
"<p class=\"cmp-location-verification-modal__subtitle\"> Enter your ZIP code so we can find incentives and dealers near you. </p>",
"<div class=\"cmp-location-verification-modal__form\"> <label class=\"cmp-location-verification-modal__label\" for=\"loc-verify-input\"> ZIP code </label> <div class=\"cmp-location-verification-modal__field\"> <input type=\"text\" id=\"loc-verify-input\" class=\"cmp-location-verification-modal__input\" aria-label=\"ZIP code\" aria-describedby=\"loc-verify-error\" autocomplete=\"postal-code\"> </div> <div id=\"loc-verify-error\" class=\"cmp-location-verification-modal__error\" role=\"alert\" aria-live=\"assertive\" style=...",
"<label class=\"cmp-location-verification-modal__label\" for=\"loc-verify-input\"> ZIP code </label>",
"<div class=\"cmp-location-verification-modal__field\"> <input type=\"text\" id=\"loc-verify-input\" class=\"cmp-location-verification-modal__input\" aria-label=\"ZIP code\" aria-describedby=\"loc-verify-error\" autocomplete=\"postal-code\"> </div>",
"<input type=\"text\" id=\"loc-verify-input\" class=\"cmp-location-verification-modal__input\" aria-label=\"ZIP code\" aria-describedby=\"loc-verify-error\" autocomplete=\"postal-code\">",
"<div id=\"loc-verify-error\" class=\"cmp-location-verification-modal__error\" role=\"alert\" aria-live=\"assertive\" style=\"display:none;\"> Please enter a valid ZIP code </div>",
"<div class=\"cmp-location-verification-modal__dealer-preview\" style=\"display:none;\"> <p class=\"cmp-location-verification-modal__dealer-label\">Closest Dealer</p> <p class=\"cmp-location-verification-modal__dealer-name\"></p> <p class=\"cmp-location-verification-modal__dealer-address\"></p> </div>",
"<p class=\"cmp-location-verification-modal__dealer-label\">Closest Dealer</p>",
"<p class=\"cmp-location-verification-modal__dealer-name\"></p>",
"<p class=\"cmp-location-verification-modal__dealer-address\"></p>",
"<div class=\"cmp-location-verification-modal__actions\"> <button type=\"button\" class=\"cmp-location-verification-modal__use-location cmp-button cmp-button--secondary\"> Use My Location </button> <button type=\"button\" class=\"cmp-location-verification-modal__submit cmp-button cmp-button--primary\"> Submit Location </button> </div>",
"<button type=\"button\" class=\"cmp-location-verification-modal__use-location cmp-button cmp-button--secondary\"> Use My Location </button>",
"<button type=\"button\" class=\"cmp-location-verification-modal__submit cmp-button cmp-button--primary\"> Submit Location </button>",
"<div class=\"cmp-simpleChoiceOverlay__overlay simple-choice-overlay-new externalUrl overlay-hidden\" data-sc-overlay-id=\"external\" data-sc-overlay-trigger=\"externalUrl\" role=\"dialog\" aria-labelledby=\"externalHeading\" aria-describedby=\"description\" tabindex=\"-1\" data-fgx-simple-choice aria-modal=\"true\" data-sc-initialized=\"true\"> <div class=\"cmp-simpleChoiceOverlay__content\"> <div class=\"cmp-simpleChoiceOverlay__modal-header\"> <button aria-label=\"Close\" class=\"close-button\"> <svg aria-hidden=\"tr...",
"<div class=\"cmp-simpleChoiceOverlay__modal-header\"> <button aria-label=\"Close\" class=\"close-button\"> <svg aria-hidden=\"true\" height=\"24\" width=\"24\"> <use href=\"#close\"/> </svg> </button> </div>",
"<div class=\"cmp-simpleChoiceOverlay__modal-body\"> <div class=\"container\"> <h2 class=\"modal-headline\" id=\"externalHeading\"> You are now leaving www.ford.com. </h2> <div class=\"modal-description\" id=\"description\"> <p>Ford's privacy policy will no longer apply. Please refer to the redirected website for its privacy policy.</p> </div> <div class=\"modal-buttons\"> <div class=\"hidden metrics-actions\" data-cta-two-action=\" \"></div> <div class=\"button cmp-button--primary background-dark color-whi...",
"<h2 class=\"modal-headline\" id=\"externalHeading\"> You are now leaving www.ford.com. </h2>",
"<div class=\"modal-description\" id=\"description\"> <p>Ford's privacy policy will no longer apply. Please refer to the redirected website for its privacy policy.</p> </div>",
"<div class=\"modal-buttons\"> <div class=\"hidden metrics-actions\" data-cta-two-action=\" \"></div> <div class=\"button cmp-button--primary background-dark color-white\" data-target-component=\"button\"> <button type=\"button\" id=\"cta-one\" class=\"cmp-button \" aria-label=\"Continue\" target=\"_self\"> <span class=\"cmp-button__text\">Continue</span> </button> </div> <div class=\"button cmp-button--secondary background-dark color-white\" data-target-component=\"button\"> <button type=\"button\" id=\"cta-two\" class=\"c...",
"<div class=\"xf_modal\" role=\"dialog\" aria-modal=\"true\" id=\"modal_/content/experience-fragments/na/ford/en_us/common/brand-bb-cta-video/master\"> <div class=\"xf_content-container \"> <button class=\"xf_modal-close\" aria-label=\"Close\"> <div class=\"xf_modal-close-icon-container\"> <svg aria-hidden=\"true\" height=\"24\" width=\"24\" aria-label=\"Close\"> <use href=\"#close\"/> </svg> </div> </button> <div class=\"xf_content\"> <div><div class=\"xfpage page basicpage\"> <div class=\"aem-Grid aem-Grid--12 aem-Grid--d...",
"<button class=\"xf_modal-close\" aria-label=\"Close\"> <div class=\"xf_modal-close-icon-container\"> <svg aria-hidden=\"true\" height=\"24\" width=\"24\" aria-label=\"Close\"> <use href=\"#close\"/> </svg> </div> </button>",
"<div class=\"xf_modal-close-icon-container\"> <svg aria-hidden=\"true\" height=\"24\" width=\"24\" aria-label=\"Close\"> <use href=\"#close\"/> </svg> </div>",
"<div class=\"cmp-simpleChoiceOverlay__overlay simple-choice-overlay-new externalUrl overlay-hidden\" data-sc-overlay-id=\"ford-google-exit\" data-sc-overlay-trigger=\"externalUrl\" role=\"dialog\" aria-labelledby=\"ford-google-exitHeading\" aria-describedby=\"description\" tabindex=\"-1\" data-fgx-simple-choice aria-modal=\"true\" data-sc-initialized=\"true\"> <div class=\"cmp-simpleChoiceOverlay__content\"> <div class=\"cmp-simpleChoiceOverlay__modal-header\"> <button aria-label=\"Close\" class=\"close-button\"> <svg...",
"<div class=\"cmp-simpleChoiceOverlay__modal-header\"> <button aria-label=\"Close\" class=\"close-button\"> <svg aria-hidden=\"true\" height=\"24\" width=\"24\"> <use href=\"#close\"/> </svg> </button> </div>",
"<div class=\"cmp-simpleChoiceOverlay__modal-body\"> <div class=\"container\"> <h2 class=\"modal-headline\" id=\"ford-google-exitHeading\"> You are now leaving www.ford.com. </h2> <div class=\"modal-description\" id=\"description\"> <p>Ford's privacy policy will no longer apply. Please refer to the redirected website for its privacy policy.</p> </div> <div class=\"modal-buttons\"> <div class=\"hidden metrics-actions\" data-cta-two-action=\" \"></div> <div class=\"button cmp-button--secondary background-ligh...",
"<h2 class=\"modal-headline\" id=\"ford-google-exitHeading\"> You are now leaving www.ford.com. </h2>",
"<div class=\"modal-description\" id=\"description\"> <p>Ford's privacy policy will no longer apply. Please refer to the redirected website for its privacy policy.</p> </div>",
"<div class=\"modal-buttons\"> <div class=\"hidden metrics-actions\" data-cta-two-action=\" \"></div> <div class=\"button cmp-button--secondary background-light color-blue\" data-target-component=\"button\"> <button type=\"button\" id=\"cta-one\" class=\"cmp-button \" target=\"_self\"> <span class=\"cmp-button__text\">Continue</span> </button> </div> <div class=\"button cmp-button--primary background-light color-blue\" data-target-component=\"button\"> <button type=\"button\" id=\"cta-two\" class=\"cmp-button \" target=\"_s...",
"<div class=\"language-selector-modal-overlay\" tabindex=\"-1\"> <button aria-label=\"Close\" class=\"language-selector-modal-overlay__close\" type=\"button\"> <svg aria-label=\"Close Dialog\" height=\"25\" width=\"25\"> <title>Close Dialog</title> <use href=\"#footer-skinny-close\"/> </svg> </button> <dialog class=\"language-selector-modal\"> <h2 class=\"language-selector-modal__heading\"> Please choose a language </h2> <div class=\"language-selector-modal__buttons\"><a class=\"language-selector-modal__button languag...",
"<button aria-label=\"Close\" class=\"language-selector-modal-overlay__close\" type=\"button\"> <svg aria-label=\"Close Dialog\" height=\"25\" width=\"25\"> <title>Close Dialog</title> <use href=\"#footer-skinny-close\"/> </svg> </button>",
"<dialog class=\"language-selector-modal\"> <h2 class=\"language-selector-modal__heading\"> Please choose a language </h2> <div class=\"language-selector-modal__buttons\"><a class=\"language-selector-modal__button language-selector-modal__button--current\" href=\"#\" data-language-code=\"en\" data-language-domain=\"www.ford.com\" title=\"English\">English</a><a class=\"language-selector-modal__button\" href=\"//es.ford.com/\" data-language-code=\"es\" data-language-domain=\"es.ford.com\" title=\"Spanish\">Spanish</a></...",
"<h2 class=\"language-selector-modal__heading\"> Please choose a language </h2>",
"<div class=\"language-selector-modal__buttons\"><a class=\"language-selector-modal__button language-selector-modal__button--current\" href=\"#\" data-language-code=\"en\" data-language-domain=\"www.ford.com\" title=\"English\">English</a><a class=\"language-selector-modal__button\" href=\"//es.ford.com/\" data-language-code=\"es\" data-language-domain=\"es.ford.com\" title=\"Spanish\">Spanish</a></div>",
"<a class=\"language-selector-modal__button language-selector-modal__button--current\" href=\"#\" data-language-code=\"en\" data-language-domain=\"www.ford.com\" title=\"English\">English</a>",
"<a class=\"language-selector-modal__button\" href=\"//es.ford.com/\" data-language-code=\"es\" data-language-domain=\"es.ford.com\" title=\"Spanish\">Spanish</a>",
"<div class=\"cmp-simpleChoiceOverlay__overlay simple-choice-overlay-new externalUrl overlay-hidden\" data-sc-overlay-id=\"adchoices\" data-sc-overlay-trigger=\"externalUrl\" role=\"dialog\" aria-labelledby=\"adchoicesHeading\" aria-describedby=\"description\" tabindex=\"-1\" data-fgx-simple-choice aria-modal=\"true\" data-sc-initialized=\"true\"> <div class=\"cmp-simpleChoiceOverlay__content\"> <div class=\"cmp-simpleChoiceOverlay__modal-header\"> <button aria-label=\"Close\" class=\"close-button\" data-close-action=\"...",
"<div class=\"cmp-simpleChoiceOverlay__modal-header\"> <button aria-label=\"Close\" class=\"close-button\" data-close-action=\"{"name":"global-onclick","direct":"global-onclick","secondary":"websdk-onclick","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"fv:simple choice:overlay","onclick_onclick":"simple choice:overlay:close&q...",
"<div class=\"cmp-simpleChoiceOverlay__modal-body\"> <div class=\"container\"> <h2 class=\"modal-headline\" id=\"adchoicesHeading\"> You are now leaving www.ford.com </h2> <div class=\"modal-description\" id=\"description\"> <p>Ford’s privacy will no longer apply. Please refer to the redirected website for its privacy policy.<br> </p> <p><i> </i></p> </div> <div class=\"modal-buttons\"> <div class=\"hidden metrics-actions\" data-cta-two-action=\" {"name":"global-onclick","d...",
"<h2 class=\"modal-headline\" id=\"adchoicesHeading\"> You are now leaving www.ford.com </h2>",
"<div class=\"modal-description\" id=\"description\"> <p>Ford’s privacy will no longer apply. Please refer to the redirected website for its privacy policy.<br> </p> <p><i> </i></p> </div>",
"<div class=\"modal-buttons\"> <div class=\"hidden metrics-actions\" data-cta-two-action=\" {"name":"global-onclick","direct":"global-onclick","secondary":"websdk-onclick","actionFrequency":"none","app":"Brand","variables":{"onclick_onclickLinkName":"fv:simple choice:overlay","onclick_onclick":"simple choice:overlay:close"}}\" data-cta-one-action=\"{&qu...",
"<div role=\"dialog\" aria-label=\"Privacy\"><div class=\"ot-sdk-container\"><div class=\"ot-sdk-row\"><div id=\"onetrust-group-container\" class=\"ot-sdk-eight ot-sdk-columns\"><div class=\"banner_logo\"></div><div id=\"onetrust-policy\"><div id=\"onetrust-policy-text\">This website uses cookies and other tracking technologies to enhance user experience, display targeted ads, and to analyze performance, user activity, and traffic on our website. We also may share personal information about your activity on our...",
"<div role=\"dialog\" aria-modal=\"true\" style=\"height: 100%;\" aria-label=\"Cookie Preference Center\"><!-- PC Header --><div class=\"ot-pc-header\"><div class=\"ot-pc-logo\"><img alt=\"Company Logo\" src=\"https://cdn.cookielaw.org/logos/1d20b685-0942-4b4d-a0af-b799c97f5cf6/a5395623-e427-4e08-8233-d9f92d82abc7/4e9a489c-ad01-4d4b-9eb6-7a8d839d1837/1280px-HD_transparent_picture.png\"></div><button id=\"close-pc-btn-handler\" class=\"ot-close-icon\" aria-label=\"Close preference center\" style=\"background-image: u...",
"<section id=\"ot-fltr-modal\"><div id=\"ot-fltr-cnt\"><div id=\"ot-filter-list-header\"></div><button id=\"clear-filters-handler\">Clear</button><div class=\"ot-fltr-scrlcnt ot-pc-scrollbar\" role=\"group\" aria-labelledby=\"ot-filter-list-header\"><ul class=\"ot-fltr-opts\"><li class=\"ot-fltr-opt\"><div class=\"ot-chkbox\"><input id=\"chkbox-id\" type=\"checkbox\" class=\"category-filter-handler\"> <label for=\"chkbox-id\"><span class=\"ot-label-txt\">checkbox label</span></label> <span class=\"ot-label-status\">label</sp..."
],
"score": 70,
"weight": 10
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
Needs attention
AIO: Answer block readiness
Issue
96 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Answer block readiness
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Answer block readiness scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 101,
"passing": 5,
"failing": [
{
"heading": "Find local incentives",
"headingHtml": "<h2 class=\"header\" aria-labelledby=\"Find local incentives\">Find local incentives</h2>",
"firstParagraph": "Enter your ZIP code so we can find incentives near you.",
"paragraphHtml": "<p class=\"description\">Enter your ZIP code so we can find incentives near you.</p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
},
{
"heading": "Find local incentives",
"headingHtml": "<h2 id=\"loc-verify-title\" class=\"cmp-location-verification-modal__title\"> Find local incentives </h2>",
"firstParagraph": "Enter your ZIP code so we can find incentives and dealers near you.",
"paragraphHtml": "<p class=\"cmp-location-verification-modal__subtitle\"> Enter your ZIP code so we can find incentives and dealers near you. </p>",
"words": 13,
"direct": false,
"issue": "First paragraph is 13 words and does not look like a concise direct answer."
},
{
"heading": "You are now leaving www.ford.com.",
"headingHtml": "<h2 class=\"modal-headline\" id=\"externalHeading\"> You are now leaving www.ford.com. </h2>",
"firstParagraph": "Ford's privacy policy will no longer apply. Please refer to the redirected website for its privacy policy.",
"paragraphHtml": "<p>Ford's privacy policy will no longer apply. Please refer to the redirected website for its privacy policy.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "Featured Offers",
"headingHtml": "<h2>Featured Offers</h2>",
"firstParagraph": "Pricing for June 10, 2026 and 48120",
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"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Experience Ford",
"headingHtml": "<h2 class=\"footer-main__heading\"> Experience Ford </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Support",
"headingHtml": "<h2 class=\"footer-main__heading\"> Support </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Follow Ford",
"headingHtml": "<h2 class=\"footer-social-v2__media-heading\">Follow Ford</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "You are now leaving www.ford.com",
"headingHtml": "<h2 class=\"modal-headline\" id=\"adchoicesHeading\"> You are now leaving www.ford.com </h2>",
"firstParagraph": "Ford’s privacy will no longer apply. Please refer to the redirected website for its privacy policy.",
"paragraphHtml": "<p>Ford’s privacy will no longer apply. Please refer to the redirected website for its privacy policy.<br> </p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "Cookie Preference Center",
"headingHtml": "<h2 id=\"ot-pc-title\">Cookie Preference Center</h2>",
"firstParagraph": "",
"paragraphHtml": "<p></p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
},
{
"heading": "Cookie List",
"headingHtml": "<h3>Cookie List</h3>",
"firstParagraph": "",
"paragraphHtml": "<p role=\"status\" class=\"ot-scrn-rdr\"></p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 84/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 84/100 and needs improvement.
Needs attention
AEO: Entity and definition clarity
Issue
Entity or definition gaps: suvs, crossovers, trucks, vans, cars, employee, pricing, all, pay.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Entity and definition clarity
Score
84/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Entity and definition clarity scored 84/100 and needs improvement.
Evidence
{
"title": "Ford® - New Hybrid & Electric Vehicles, SUVs, Crossovers, Trucks, Vans & Cars",
"h1": "Employee Pricing for All You Pay What We Pay",
"description": "Ford® is Built for America. Discover the latest lineup in new Ford vehicles! Explore hybrid & electric vehicle options, see photos, build & price, search inventory, view pricing & incentives & see the latest technology & news happening at Ford.",
"topicOverlap": 0.35714285714285715,
"definitionCount": 48,
"topicTerms": [
"ford",
"new",
"hybrid",
"electric",
"vehicles",
"suvs",
"crossovers",
"trucks",
"vans",
"cars",
"employee",
"pricing",
"all",
"pay"
],
"descriptionTerms": [
"ford",
"built",
"america",
"discover",
"latest",
"lineup",
"new",
"vehicles",
"explore",
"hybrid",
"electric",
"vehicle",
"options",
"see",
"photos",
"build",
"price",
"search",
"inventory"
],
"missingFromDescription": [
"suvs",
"crossovers",
"trucks",
"vans",
"cars",
"employee",
"pricing",
"all",
"pay"
],
"score": 84,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
Needs attention
AEO: Answer intent coverage
Issue
Missing likely AI Overview intent sections: what, how, benefits, compare.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer intent coverage
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer intent coverage scored 70/100 and needs improvement.
Evidence
{
"headings": [
{
"text": "Find local incentives",
"html": "<h2 class=\"header\" aria-labelledby=\"Find local incentives\">Find local incentives</h2>"
},
{
"text": "Find local incentives",
"html": "<h2 id=\"loc-verify-title\" class=\"cmp-location-verification-modal__title\"> Find local incentives </h2>"
},
{
"text": "You are now leaving www.ford.com.",
"html": "<h2 class=\"modal-headline\" id=\"externalHeading\"> You are now leaving www.ford.com. </h2>"
},
{
"text": "Featured Offers",
"html": "<h2>Featured Offers</h2>"
},
{
"text": "Technology",
"html": "<h2 class=\"cmp-grid__eyebrow fade fade-in\"> Technology </h2>"
},
{
"text": "Buying A Ford",
"html": "<h2 class=\"cmp-grid__eyebrow fade fade-in\"> Buying A Ford </h2>"
},
{
"text": "Build & Price",
"html": "<h2 class=\"bannerTitle \"><p>Build & Price</p> </h2>"
},
{
"text": "Find a Dealer",
"html": "<h2>Find a Dealer</h2>"
},
{
"text": "Pre-Qualify",
"html": "<h2>Pre-Qualify</h2>"
},
{
"text": "Search Inventory",
"html": "<h2>Search Inventory</h2>"
},
{
"text": "The Ford Owner Experience",
"html": "<h2 class=\"fade fade-in\">The Ford Owner Experience</h2>"
},
{
"text": "Vehicle Spotlight",
"html": "<h2 class=\"cmp-grid__eyebrow fade fade-in\"> Vehicle Spotlight </h2>"
},
{
"text": "Send Me Updates",
"html": "<h2>Send Me Updates</h2>"
},
{
"text": "You are now leaving www.ford.com.",
"html": "<h2 class=\"modal-headline\" id=\"ford-google-exitHeading\"> You are now leaving www.ford.com. </h2>"
},
{
"text": "Please choose a language",
"html": "<h2 class=\"language-selector-modal__heading\"> Please choose a language </h2>"
},
{
"text": "Note",
"html": "<h2 class=\"disclosures__disclosure-heading\">Note</h2>"
},
{
"text": "1",
"html": "<h2 class=\"disclosures__disclosure-heading\">1</h2>"
},
{
"text": "2",
"html": "<h2 class=\"disclosures__disclosure-heading\">2</h2>"
},
{
"text": "3",
"html": "<h2 class=\"disclosures__disclosure-heading\">3</h2>"
},
{
"text": "4",
"html": "<h2 class=\"disclosures__disclosure-heading\">4</h2>"
},
{
"text": "5",
"html": "<h2 class=\"disclosures__disclosure-heading\">5</h2>"
},
{
"text": "6",
"html": "<h2 class=\"disclosures__disclosure-heading\">6</h2>"
},
{
"text": "7",
"html": "<h2 class=\"disclosures__disclosure-heading\">7</h2>"
},
{
"text": "8",
"html": "<h2 class=\"disclosures__disclosure-heading\">8</h2>"
},
{
"text": "9",
"html": "<h2 class=\"disclosures__disclosure-heading\">9</h2>"
},
{
"text": "10",
"html": "<h2 class=\"disclosures__disclosure-heading\">10</h2>"
},
{
"text": "12",
"html": "<h2 class=\"disclosures__disclosure-heading\">12</h2>"
},
{
"text": "13",
"html": "<h2 class=\"disclosures__disclosure-heading\">13</h2>"
},
{
"text": "14",
"html": "<h2 class=\"disclosures__disclosure-heading\">14</h2>"
},
{
"text": "15",
"html": "<h2 class=\"disclosures__disclosure-heading\">15</h2>"
},
{
"text": "16",
"html": "<h2 class=\"disclosures__disclosure-heading\">16</h2>"
},
{
"text": "17",
"html": "<h2 class=\"disclosures__disclosure-heading\">17</h2>"
},
{
"text": "18",
"html": "<h2 class=\"disclosures__disclosure-heading\">18</h2>"
},
{
"text": "19",
"html": "<h2 class=\"disclosures__disclosure-heading\">19</h2>"
},
{
"text": "20",
"html": "<h2 class=\"disclosures__disclosure-heading\">20</h2>"
},
{
"text": "21",
"html": "<h2 class=\"disclosures__disclosure-heading\">21</h2>"
},
{
"text": "22",
"html": "<h2 class=\"disclosures__disclosure-heading\">22</h2>"
},
{
"text": "23",
"html": "<h2 class=\"disclosures__disclosure-heading\">23</h2>"
},
{
"text": "24",
"html": "<h2 class=\"disclosures__disclosure-heading\">24</h2>"
},
{
"text": "25",
"html": "<h2 class=\"disclosures__disclosure-heading\">25</h2>"
},
{
"text": "26",
"html": "<h2 class=\"disclosures__disclosure-heading\">26</h2>"
},
{
"text": "27",
"html": "<h2 class=\"disclosures__disclosure-heading\">27</h2>"
},
{
"text": "28",
"html": "<h2 class=\"disclosures__disclosure-heading\">28</h2>"
},
{
"text": "31",
"html": "<h2 class=\"disclosures__disclosure-heading\">31</h2>"
},
{
"text": "34",
"html": "<h2 class=\"disclosures__disclosure-heading\">34</h2>"
},
{
"text": "35",
"html": "<h2 class=\"disclosures__disclosure-heading\">35</h2>"
},
{
"text": "36",
"html": "<h2 class=\"disclosures__disclosure-heading\">36</h2>"
},
{
"text": "39",
"html": "<h2 class=\"disclosures__disclosure-heading\">39</h2>"
},
{
"text": "50",
"html": "<h2 class=\"disclosures__disclosure-heading\">50</h2>"
},
{
"text": "63",
"html": "<h2 class=\"disclosures__disclosure-heading\">63</h2>"
},
{
"text": "64",
"html": "<h2 class=\"disclosures__disclosure-heading\">64</h2>"
},
{
"text": "68",
"html": "<h2 class=\"disclosures__disclosure-heading\">68</h2>"
},
{
"text": "69",
"html": "<h2 class=\"disclosures__disclosure-heading\">69</h2>"
},
{
"text": "70",
"html": "<h2 class=\"disclosures__disclosure-heading\">70</h2>"
},
{
"text": "72",
"html": "<h2 class=\"disclosures__disclosure-heading\">72</h2>"
},
{
"text": "74",
"html": "<h2 class=\"disclosures__disclosure-heading\">74</h2>"
},
{
"text": "76",
"html": "<h2 class=\"disclosures__disclosure-heading\">76</h2>"
},
{
"text": "78",
"html": "<h2 class=\"disclosures__disclosure-heading\">78</h2>"
},
{
"text": "79",
"html": "<h2 class=\"disclosures__disclosure-heading\">79</h2>"
},
{
"text": "125",
"html": "<h2 class=\"disclosures__disclosure-heading\">125</h2>"
},
{
"text": "127",
"html": "<h2 class=\"disclosures__disclosure-heading\">127</h2>"
},
{
"text": "161",
"html": "<h2 class=\"disclosures__disclosure-heading\">161</h2>"
},
{
"text": "162",
"html": "<h2 class=\"disclosures__disclosure-heading\">162</h2>"
},
{
"text": "164",
"html": "<h2 class=\"disclosures__disclosure-heading\">164</h2>"
},
{
"text": "166",
"html": "<h2 class=\"disclosures__disclosure-heading\">166</h2>"
},
{
"text": "168",
"html": "<h2 class=\"disclosures__disclosure-heading\">168</h2>"
},
{
"text": "171",
"html": "<h2 class=\"disclosures__disclosure-heading\">171</h2>"
},
{
"text": "172",
"html": "<h2 class=\"disclosures__disclosure-heading\">172</h2>"
},
{
"text": "173",
"html": "<h2 class=\"disclosures__disclosure-heading\">173</h2>"
},
{
"text": "174",
"html": "<h2 class=\"disclosures__disclosure-heading\">174</h2>"
},
{
"text": "177",
"html": "<h2 class=\"disclosures__disclosure-heading\">177</h2>"
},
{
"text": "178",
"html": "<h2 class=\"disclosures__disclosure-heading\">178</h2>"
},
{
"text": "180",
"html": "<h2 class=\"disclosures__disclosure-heading\">180</h2>"
},
{
"text": "181",
"html": "<h2 class=\"disclosures__disclosure-heading\">181</h2>"
},
{
"text": "182",
"html": "<h2 class=\"disclosures__disclosure-heading\">182</h2>"
},
{
"text": "183",
"html": "<h2 class=\"disclosures__disclosure-heading\">183</h2>"
},
{
"text": "184",
"html": "<h2 class=\"disclosures__disclosure-heading\">184</h2>"
},
{
"text": "185",
"html": "<h2 class=\"disclosures__disclosure-heading\">185</h2>"
},
{
"text": "186",
"html": "<h2 class=\"disclosures__disclosure-heading\">186</h2>"
},
{
"text": "188",
"html": "<h2 class=\"disclosures__disclosure-heading\">188</h2>"
},
{
"text": "189",
"html": "<h2 class=\"disclosures__disclosure-heading\">189</h2>"
},
{
"text": "190",
"html": "<h2 class=\"disclosures__disclosure-heading\">190</h2>"
},
{
"text": "191",
"html": "<h2 class=\"disclosures__disclosure-heading\">191</h2>"
},
{
"text": "192",
"html": "<h2 class=\"disclosures__disclosure-heading\">192</h2>"
},
{
"text": "193",
"html": "<h2 class=\"disclosures__disclosure-heading\">193</h2>"
},
{
"text": "194",
"html": "<h2 class=\"disclosures__disclosure-heading\">194</h2>"
},
{
"text": "195",
"html": "<h2 class=\"disclosures__disclosure-heading\">195</h2>"
},
{
"text": "All Vehicles",
"html": "<h2 class=\"footer-main__heading\"> All Vehicles </h2>"
},
{
"text": "Shop",
"html": "<h2 class=\"footer-main__heading\"> Shop </h2>"
},
{
"text": "Finance",
"html": "<h2 class=\"footer-main__heading\"> Finance </h2>"
},
{
"text": "Experience Ford",
"html": "<h2 class=\"footer-main__heading\"> Experience Ford </h2>"
},
{
"text": "Support",
"html": "<h2 class=\"footer-main__heading\"> Support </h2>"
},
{
"text": "Follow Ford",
"html": "<h2 class=\"footer-social-v2__media-heading\">Follow Ford</h2>"
},
{
"text": "You are now leaving www.ford.com",
"html": "<h2 class=\"modal-headline\" id=\"adchoicesHeading\"> You are now leaving www.ford.com </h2>"
},
{
"text": "Cookie Preference Center",
"html": "<h2 id=\"ot-pc-title\">Cookie Preference Center</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Ford® - New Hybrid & Electric Vehicles, SUVs,...?",
"pattern": {}
},
{
"id": "how",
"label": "How does Ford® - New Hybrid & Electric Vehicles, SUVs,... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Ford® - New Hybrid & Electric Vehicles, SUVs,...?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Ford® - New Hybrid & Electric Vehicles, SUVs,... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Ford® - New Hybrid & Electric Vehicles, SUVs,... compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Ford® - New Hybrid & Electric Vehicles, SUVs,...?",
"pattern": {}
},
{
"id": "how",
"label": "How does Ford® - New Hybrid & Electric Vehicles, SUVs,... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Ford® - New Hybrid & Electric Vehicles, SUVs,...?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Ford® - New Hybrid & Electric Vehicles, SUVs,... compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 8
}Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Informational
Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Needs attention
AI context endpoint
Issue
AI context endpoint is informational for this page.
Why it matters
A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.
Check name
AI context endpoint
Score
100/100
Status
informational
Category
API
Maturity
Emerging recommendation
Goal
Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.
Result
AI context endpoint is informational for this page.
Validation steps
Fetch to find resource
AI context endpoint was not found at the expected path.
Evidence
{
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/ai/context",
"error": "TimeoutError: The operation was aborted due to timeout"
},
{
"path": "/api/context",
"error": "TimeoutError: The operation was aborted due to timeout"
},
{
"path": "/context",
"error": "TimeoutError: The operation was aborted due to timeout"
}
]
},
"issue": "AI context endpoint was not found at the expected path.",
"howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
}
]
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Needs attention
AIO: Query intent coverage
Issue
Missing likely AI Overview intent sections: what, how, benefits, compare.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Query intent coverage
Score
70/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Query intent coverage is informational for this page.
Evidence
{
"headings": [
{
"text": "Find local incentives",
"html": "<h2 class=\"header\" aria-labelledby=\"Find local incentives\">Find local incentives</h2>"
},
{
"text": "Find local incentives",
"html": "<h2 id=\"loc-verify-title\" class=\"cmp-location-verification-modal__title\"> Find local incentives </h2>"
},
{
"text": "You are now leaving www.ford.com.",
"html": "<h2 class=\"modal-headline\" id=\"externalHeading\"> You are now leaving www.ford.com. </h2>"
},
{
"text": "Featured Offers",
"html": "<h2>Featured Offers</h2>"
},
{
"text": "Technology",
"html": "<h2 class=\"cmp-grid__eyebrow fade fade-in\"> Technology </h2>"
},
{
"text": "Buying A Ford",
"html": "<h2 class=\"cmp-grid__eyebrow fade fade-in\"> Buying A Ford </h2>"
},
{
"text": "Build & Price",
"html": "<h2 class=\"bannerTitle \"><p>Build & Price</p> </h2>"
},
{
"text": "Find a Dealer",
"html": "<h2>Find a Dealer</h2>"
},
{
"text": "Pre-Qualify",
"html": "<h2>Pre-Qualify</h2>"
},
{
"text": "Search Inventory",
"html": "<h2>Search Inventory</h2>"
},
{
"text": "The Ford Owner Experience",
"html": "<h2 class=\"fade fade-in\">The Ford Owner Experience</h2>"
},
{
"text": "Vehicle Spotlight",
"html": "<h2 class=\"cmp-grid__eyebrow fade fade-in\"> Vehicle Spotlight </h2>"
},
{
"text": "Send Me Updates",
"html": "<h2>Send Me Updates</h2>"
},
{
"text": "You are now leaving www.ford.com.",
"html": "<h2 class=\"modal-headline\" id=\"ford-google-exitHeading\"> You are now leaving www.ford.com. </h2>"
},
{
"text": "Please choose a language",
"html": "<h2 class=\"language-selector-modal__heading\"> Please choose a language </h2>"
},
{
"text": "Note",
"html": "<h2 class=\"disclosures__disclosure-heading\">Note</h2>"
},
{
"text": "1",
"html": "<h2 class=\"disclosures__disclosure-heading\">1</h2>"
},
{
"text": "2",
"html": "<h2 class=\"disclosures__disclosure-heading\">2</h2>"
},
{
"text": "3",
"html": "<h2 class=\"disclosures__disclosure-heading\">3</h2>"
},
{
"text": "4",
"html": "<h2 class=\"disclosures__disclosure-heading\">4</h2>"
},
{
"text": "5",
"html": "<h2 class=\"disclosures__disclosure-heading\">5</h2>"
},
{
"text": "6",
"html": "<h2 class=\"disclosures__disclosure-heading\">6</h2>"
},
{
"text": "7",
"html": "<h2 class=\"disclosures__disclosure-heading\">7</h2>"
},
{
"text": "8",
"html": "<h2 class=\"disclosures__disclosure-heading\">8</h2>"
},
{
"text": "9",
"html": "<h2 class=\"disclosures__disclosure-heading\">9</h2>"
},
{
"text": "10",
"html": "<h2 class=\"disclosures__disclosure-heading\">10</h2>"
},
{
"text": "12",
"html": "<h2 class=\"disclosures__disclosure-heading\">12</h2>"
},
{
"text": "13",
"html": "<h2 class=\"disclosures__disclosure-heading\">13</h2>"
},
{
"text": "14",
"html": "<h2 class=\"disclosures__disclosure-heading\">14</h2>"
},
{
"text": "15",
"html": "<h2 class=\"disclosures__disclosure-heading\">15</h2>"
},
{
"text": "16",
"html": "<h2 class=\"disclosures__disclosure-heading\">16</h2>"
},
{
"text": "17",
"html": "<h2 class=\"disclosures__disclosure-heading\">17</h2>"
},
{
"text": "18",
"html": "<h2 class=\"disclosures__disclosure-heading\">18</h2>"
},
{
"text": "19",
"html": "<h2 class=\"disclosures__disclosure-heading\">19</h2>"
},
{
"text": "20",
"html": "<h2 class=\"disclosures__disclosure-heading\">20</h2>"
},
{
"text": "21",
"html": "<h2 class=\"disclosures__disclosure-heading\">21</h2>"
},
{
"text": "22",
"html": "<h2 class=\"disclosures__disclosure-heading\">22</h2>"
},
{
"text": "23",
"html": "<h2 class=\"disclosures__disclosure-heading\">23</h2>"
},
{
"text": "24",
"html": "<h2 class=\"disclosures__disclosure-heading\">24</h2>"
},
{
"text": "25",
"html": "<h2 class=\"disclosures__disclosure-heading\">25</h2>"
},
{
"text": "26",
"html": "<h2 class=\"disclosures__disclosure-heading\">26</h2>"
},
{
"text": "27",
"html": "<h2 class=\"disclosures__disclosure-heading\">27</h2>"
},
{
"text": "28",
"html": "<h2 class=\"disclosures__disclosure-heading\">28</h2>"
},
{
"text": "31",
"html": "<h2 class=\"disclosures__disclosure-heading\">31</h2>"
},
{
"text": "34",
"html": "<h2 class=\"disclosures__disclosure-heading\">34</h2>"
},
{
"text": "35",
"html": "<h2 class=\"disclosures__disclosure-heading\">35</h2>"
},
{
"text": "36",
"html": "<h2 class=\"disclosures__disclosure-heading\">36</h2>"
},
{
"text": "39",
"html": "<h2 class=\"disclosures__disclosure-heading\">39</h2>"
},
{
"text": "50",
"html": "<h2 class=\"disclosures__disclosure-heading\">50</h2>"
},
{
"text": "63",
"html": "<h2 class=\"disclosures__disclosure-heading\">63</h2>"
},
{
"text": "64",
"html": "<h2 class=\"disclosures__disclosure-heading\">64</h2>"
},
{
"text": "68",
"html": "<h2 class=\"disclosures__disclosure-heading\">68</h2>"
},
{
"text": "69",
"html": "<h2 class=\"disclosures__disclosure-heading\">69</h2>"
},
{
"text": "70",
"html": "<h2 class=\"disclosures__disclosure-heading\">70</h2>"
},
{
"text": "72",
"html": "<h2 class=\"disclosures__disclosure-heading\">72</h2>"
},
{
"text": "74",
"html": "<h2 class=\"disclosures__disclosure-heading\">74</h2>"
},
{
"text": "76",
"html": "<h2 class=\"disclosures__disclosure-heading\">76</h2>"
},
{
"text": "78",
"html": "<h2 class=\"disclosures__disclosure-heading\">78</h2>"
},
{
"text": "79",
"html": "<h2 class=\"disclosures__disclosure-heading\">79</h2>"
},
{
"text": "125",
"html": "<h2 class=\"disclosures__disclosure-heading\">125</h2>"
},
{
"text": "127",
"html": "<h2 class=\"disclosures__disclosure-heading\">127</h2>"
},
{
"text": "161",
"html": "<h2 class=\"disclosures__disclosure-heading\">161</h2>"
},
{
"text": "162",
"html": "<h2 class=\"disclosures__disclosure-heading\">162</h2>"
},
{
"text": "164",
"html": "<h2 class=\"disclosures__disclosure-heading\">164</h2>"
},
{
"text": "166",
"html": "<h2 class=\"disclosures__disclosure-heading\">166</h2>"
},
{
"text": "168",
"html": "<h2 class=\"disclosures__disclosure-heading\">168</h2>"
},
{
"text": "171",
"html": "<h2 class=\"disclosures__disclosure-heading\">171</h2>"
},
{
"text": "172",
"html": "<h2 class=\"disclosures__disclosure-heading\">172</h2>"
},
{
"text": "173",
"html": "<h2 class=\"disclosures__disclosure-heading\">173</h2>"
},
{
"text": "174",
"html": "<h2 class=\"disclosures__disclosure-heading\">174</h2>"
},
{
"text": "177",
"html": "<h2 class=\"disclosures__disclosure-heading\">177</h2>"
},
{
"text": "178",
"html": "<h2 class=\"disclosures__disclosure-heading\">178</h2>"
},
{
"text": "180",
"html": "<h2 class=\"disclosures__disclosure-heading\">180</h2>"
},
{
"text": "181",
"html": "<h2 class=\"disclosures__disclosure-heading\">181</h2>"
},
{
"text": "182",
"html": "<h2 class=\"disclosures__disclosure-heading\">182</h2>"
},
{
"text": "183",
"html": "<h2 class=\"disclosures__disclosure-heading\">183</h2>"
},
{
"text": "184",
"html": "<h2 class=\"disclosures__disclosure-heading\">184</h2>"
},
{
"text": "185",
"html": "<h2 class=\"disclosures__disclosure-heading\">185</h2>"
},
{
"text": "186",
"html": "<h2 class=\"disclosures__disclosure-heading\">186</h2>"
},
{
"text": "188",
"html": "<h2 class=\"disclosures__disclosure-heading\">188</h2>"
},
{
"text": "189",
"html": "<h2 class=\"disclosures__disclosure-heading\">189</h2>"
},
{
"text": "190",
"html": "<h2 class=\"disclosures__disclosure-heading\">190</h2>"
},
{
"text": "191",
"html": "<h2 class=\"disclosures__disclosure-heading\">191</h2>"
},
{
"text": "192",
"html": "<h2 class=\"disclosures__disclosure-heading\">192</h2>"
},
{
"text": "193",
"html": "<h2 class=\"disclosures__disclosure-heading\">193</h2>"
},
{
"text": "194",
"html": "<h2 class=\"disclosures__disclosure-heading\">194</h2>"
},
{
"text": "195",
"html": "<h2 class=\"disclosures__disclosure-heading\">195</h2>"
},
{
"text": "All Vehicles",
"html": "<h2 class=\"footer-main__heading\"> All Vehicles </h2>"
},
{
"text": "Shop",
"html": "<h2 class=\"footer-main__heading\"> Shop </h2>"
},
{
"text": "Finance",
"html": "<h2 class=\"footer-main__heading\"> Finance </h2>"
},
{
"text": "Experience Ford",
"html": "<h2 class=\"footer-main__heading\"> Experience Ford </h2>"
},
{
"text": "Support",
"html": "<h2 class=\"footer-main__heading\"> Support </h2>"
},
{
"text": "Follow Ford",
"html": "<h2 class=\"footer-social-v2__media-heading\">Follow Ford</h2>"
},
{
"text": "You are now leaving www.ford.com",
"html": "<h2 class=\"modal-headline\" id=\"adchoicesHeading\"> You are now leaving www.ford.com </h2>"
},
{
"text": "Cookie Preference Center",
"html": "<h2 id=\"ot-pc-title\">Cookie Preference Center</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Ford® - New Hybrid & Electric Vehicles, SUVs,...?",
"pattern": {}
},
{
"id": "how",
"label": "How does Ford® - New Hybrid & Electric Vehicles, SUVs,... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Ford® - New Hybrid & Electric Vehicles, SUVs,...?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Ford® - New Hybrid & Electric Vehicles, SUVs,... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Ford® - New Hybrid & Electric Vehicles, SUVs,... compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Ford® - New Hybrid & Electric Vehicles, SUVs,...?",
"pattern": {}
},
{
"id": "how",
"label": "How does Ford® - New Hybrid & Electric Vehicles, SUVs,... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Ford® - New Hybrid & Electric Vehicles, SUVs,...?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Ford® - New Hybrid & Electric Vehicles, SUVs,... compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 4
}Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Needs attention
Auth.md Agent Registration
Issue
auth.md could not be fetched.
Why it matters
Agent registration metadata lets automated clients find the registration path, supported identity types, credential types, and related claim or revocation endpoints without scraping human docs.
Check name
Auth.md Agent Registration
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish Auth.md and agent_auth metadata so agents can discover registration and credential requirements.
Result
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Validation steps
Fetch and validate /auth.md
auth.md could not be fetched.
Publish protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate agent_auth authorization metadata
OAuth authorization server metadata could not be fetched.
Evidence
{
"failedStep": "auth-md",
"steps": [
{
"id": "auth-md",
"title": "Fetch and validate /auth.md",
"status": "fail",
"evidence": {
"path": "/auth.md",
"ok": false,
"error": "TimeoutError: The operation was aborted due to timeout",
"validation": {
"valid": false,
"issue": "auth.md could not be fetched."
}
},
"issue": "auth.md could not be fetched.",
"howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
},
{
"id": "oauth-protected-resource",
"title": "Publish protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"ok": false,
"error": "TimeoutError: The operation was aborted due to timeout",
"text": ""
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
},
{
"id": "agent-auth-block",
"title": "Validate agent_auth authorization metadata",
"status": "fail",
"evidence": {
"valid": false,
"issue": "OAuth authorization server metadata could not be fetched.",
"fetch": {
"ok": false,
"error": "TimeoutError: The operation was aborted due to timeout",
"text": ""
}
},
"issue": "OAuth authorization server metadata could not be fetched.",
"howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 17,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "button:attribute",
"weight": 3,
"match": "auth control annotation"
},
{
"source": "visible-text",
"weight": 3,
"match": "log in"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign in"
},
{
"source": "visible-text",
"weight": 3,
"match": "create account"
},
{
"source": "visible-text",
"weight": 2,
"match": "my account"
}
]
},
"resourceFetchSucceeded": false
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Q&A and FAQ opportunities
GEO: Q&A and FAQ opportunities is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Q&A and FAQ opportunities
GEO: Q&A and FAQ opportunities is informational for this page.
Needs attention
GEO: Q&A and FAQ opportunities
Issue
95 h2 heading(s) are not phrased as questions; this is optional and only useful where Q&A wording is natural. No visible FAQ or FAQPage schema was detected; this is optional unless the page answers common questions.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Q&A and FAQ opportunities
Score
75/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Q&A and FAQ opportunities is informational for this page.
Evidence
{
"h2Count": 95,
"questionH2s": 0,
"hasFaq": false,
"nonQuestionH2s": [
{
"index": 1,
"text": "Find local incentives",
"isQuestion": false,
"html": "<h2 class=\"header\" aria-labelledby=\"Find local incentives\">Find local incentives</h2>"
},
{
"index": 2,
"text": "Find local incentives",
"isQuestion": false,
"html": "<h2 id=\"loc-verify-title\" class=\"cmp-location-verification-modal__title\"> Find local incentives </h2>"
},
{
"index": 3,
"text": "You are now leaving www.ford.com.",
"isQuestion": false,
"html": "<h2 class=\"modal-headline\" id=\"externalHeading\"> You are now leaving www.ford.com. </h2>"
},
{
"index": 4,
"text": "Featured Offers",
"isQuestion": false,
"html": "<h2>Featured Offers</h2>"
},
{
"index": 5,
"text": "Technology",
"isQuestion": false,
"html": "<h2 class=\"cmp-grid__eyebrow fade fade-in\"> Technology </h2>"
},
{
"index": 6,
"text": "Buying A Ford",
"isQuestion": false,
"html": "<h2 class=\"cmp-grid__eyebrow fade fade-in\"> Buying A Ford </h2>"
},
{
"index": 7,
"text": "Build & Price",
"isQuestion": false,
"html": "<h2 class=\"bannerTitle \"><p>Build & Price</p> </h2>"
},
{
"index": 8,
"text": "Find a Dealer",
"isQuestion": false,
"html": "<h2>Find a Dealer</h2>"
},
{
"index": 9,
"text": "Pre-Qualify",
"isQuestion": false,
"html": "<h2>Pre-Qualify</h2>"
},
{
"index": 10,
"text": "Search Inventory",
"isQuestion": false,
"html": "<h2>Search Inventory</h2>"
},
{
"index": 11,
"text": "The Ford Owner Experience",
"isQuestion": false,
"html": "<h2 class=\"fade fade-in\">The Ford Owner Experience</h2>"
},
{
"index": 12,
"text": "Vehicle Spotlight",
"isQuestion": false,
"html": "<h2 class=\"cmp-grid__eyebrow fade fade-in\"> Vehicle Spotlight </h2>"
},
{
"index": 13,
"text": "Send Me Updates",
"isQuestion": false,
"html": "<h2>Send Me Updates</h2>"
},
{
"index": 14,
"text": "You are now leaving www.ford.com.",
"isQuestion": false,
"html": "<h2 class=\"modal-headline\" id=\"ford-google-exitHeading\"> You are now leaving www.ford.com. </h2>"
},
{
"index": 15,
"text": "Please choose a language",
"isQuestion": false,
"html": "<h2 class=\"language-selector-modal__heading\"> Please choose a language </h2>"
},
{
"index": 16,
"text": "Note",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">Note</h2>"
},
{
"index": 17,
"text": "1",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">1</h2>"
},
{
"index": 18,
"text": "2",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">2</h2>"
},
{
"index": 19,
"text": "3",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">3</h2>"
},
{
"index": 20,
"text": "4",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">4</h2>"
},
{
"index": 21,
"text": "5",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">5</h2>"
},
{
"index": 22,
"text": "6",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">6</h2>"
},
{
"index": 23,
"text": "7",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">7</h2>"
},
{
"index": 24,
"text": "8",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">8</h2>"
},
{
"index": 25,
"text": "9",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">9</h2>"
},
{
"index": 26,
"text": "10",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">10</h2>"
},
{
"index": 27,
"text": "12",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">12</h2>"
},
{
"index": 28,
"text": "13",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">13</h2>"
},
{
"index": 29,
"text": "14",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">14</h2>"
},
{
"index": 30,
"text": "15",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">15</h2>"
},
{
"index": 31,
"text": "16",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">16</h2>"
},
{
"index": 32,
"text": "17",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">17</h2>"
},
{
"index": 33,
"text": "18",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">18</h2>"
},
{
"index": 34,
"text": "19",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">19</h2>"
},
{
"index": 35,
"text": "20",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">20</h2>"
},
{
"index": 36,
"text": "21",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">21</h2>"
},
{
"index": 37,
"text": "22",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">22</h2>"
},
{
"index": 38,
"text": "23",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">23</h2>"
},
{
"index": 39,
"text": "24",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">24</h2>"
},
{
"index": 40,
"text": "25",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">25</h2>"
},
{
"index": 41,
"text": "26",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">26</h2>"
},
{
"index": 42,
"text": "27",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">27</h2>"
},
{
"index": 43,
"text": "28",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">28</h2>"
},
{
"index": 44,
"text": "31",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">31</h2>"
},
{
"index": 45,
"text": "34",
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"html": "<h2 class=\"disclosures__disclosure-heading\">34</h2>"
},
{
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"text": "35",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">35</h2>"
},
{
"index": 47,
"text": "36",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">36</h2>"
},
{
"index": 48,
"text": "39",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">39</h2>"
},
{
"index": 49,
"text": "50",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">50</h2>"
},
{
"index": 50,
"text": "63",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">63</h2>"
},
{
"index": 51,
"text": "64",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">64</h2>"
},
{
"index": 52,
"text": "68",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">68</h2>"
},
{
"index": 53,
"text": "69",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">69</h2>"
},
{
"index": 54,
"text": "70",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">70</h2>"
},
{
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"text": "72",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">72</h2>"
},
{
"index": 56,
"text": "74",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">74</h2>"
},
{
"index": 57,
"text": "76",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">76</h2>"
},
{
"index": 58,
"text": "78",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">78</h2>"
},
{
"index": 59,
"text": "79",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">79</h2>"
},
{
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"text": "125",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">125</h2>"
},
{
"index": 61,
"text": "127",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">127</h2>"
},
{
"index": 62,
"text": "161",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">161</h2>"
},
{
"index": 63,
"text": "162",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">162</h2>"
},
{
"index": 64,
"text": "164",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">164</h2>"
},
{
"index": 65,
"text": "166",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">166</h2>"
},
{
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"text": "168",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">168</h2>"
},
{
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"text": "171",
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"html": "<h2 class=\"disclosures__disclosure-heading\">171</h2>"
},
{
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"text": "172",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">172</h2>"
},
{
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"text": "173",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">173</h2>"
},
{
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"text": "174",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">174</h2>"
},
{
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"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">177</h2>"
},
{
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"text": "178",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">178</h2>"
},
{
"index": 73,
"text": "180",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">180</h2>"
},
{
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"text": "181",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">181</h2>"
},
{
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"text": "182",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">182</h2>"
},
{
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"text": "183",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">183</h2>"
},
{
"index": 77,
"text": "184",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">184</h2>"
},
{
"index": 78,
"text": "185",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">185</h2>"
},
{
"index": 79,
"text": "186",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">186</h2>"
},
{
"index": 80,
"text": "188",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">188</h2>"
},
{
"index": 81,
"text": "189",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">189</h2>"
},
{
"index": 82,
"text": "190",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">190</h2>"
},
{
"index": 83,
"text": "191",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">191</h2>"
},
{
"index": 84,
"text": "192",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">192</h2>"
},
{
"index": 85,
"text": "193",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">193</h2>"
},
{
"index": 86,
"text": "194",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">194</h2>"
},
{
"index": 87,
"text": "195",
"isQuestion": false,
"html": "<h2 class=\"disclosures__disclosure-heading\">195</h2>"
},
{
"index": 89,
"text": "All Vehicles",
"isQuestion": false,
"html": "<h2 class=\"footer-main__heading\"> All Vehicles </h2>"
},
{
"index": 90,
"text": "Shop",
"isQuestion": false,
"html": "<h2 class=\"footer-main__heading\"> Shop </h2>"
},
{
"index": 91,
"text": "Finance",
"isQuestion": false,
"html": "<h2 class=\"footer-main__heading\"> Finance </h2>"
},
{
"index": 92,
"text": "Experience Ford",
"isQuestion": false,
"html": "<h2 class=\"footer-main__heading\"> Experience Ford </h2>"
},
{
"index": 93,
"text": "Support",
"isQuestion": false,
"html": "<h2 class=\"footer-main__heading\"> Support </h2>"
},
{
"index": 94,
"text": "Follow Ford",
"isQuestion": false,
"html": "<h2 class=\"footer-social-v2__media-heading\">Follow Ford</h2>"
},
{
"index": 95,
"text": "You are now leaving www.ford.com",
"isQuestion": false,
"html": "<h2 class=\"modal-headline\" id=\"adchoicesHeading\"> You are now leaving www.ford.com </h2>"
},
{
"index": 96,
"text": "Cookie Preference Center",
"isQuestion": false,
"html": "<h2 id=\"ot-pc-title\">Cookie Preference Center</h2>"
}
],
"score": 75,
"weight": 4
}AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Needs attention
IndexNow key
Issue
IndexNow key is informational for this page.
Why it matters
IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.
Check name
IndexNow key
Score
100/100
Status
informational
Category
Discoverability
Maturity
Established
Goal
Verify that IndexNow ownership key placement is detectable when the site advertises it.
Result
IndexNow key is informational for this page.
Validation steps
Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.
Evidence
{
"steps": [
{
"id": "advertised-location",
"title": "Find advertised IndexNow key location",
"status": "informational",
"evidence": {
"advertised": []
},
"issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
"howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
},
{
"id": "fetch-key",
"title": "Fetch and validate IndexNow key file",
"status": "informational",
"evidence": {
"advertised": [],
"checked": []
},
"issue": "No discoverable IndexNow key file was found.",
"howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
}
]
}Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Needs attention
OAuth / OIDC discovery
Issue
OAuth / OIDC discovery was not found at the expected path.
Why it matters
OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.
Check name
OAuth / OIDC discovery
Score
0/100
Status
informational
Category
Auth
Maturity
Established
Goal
Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.
Result
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Validation steps
Fetch to find resource
OAuth / OIDC discovery was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/openid-configuration",
"error": "TimeoutError: The operation was aborted due to timeout"
},
{
"path": "/.well-known/oauth-authorization-server",
"error": "TimeoutError: The operation was aborted due to timeout"
}
]
},
"issue": "OAuth / OIDC discovery was not found at the expected path.",
"howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 17,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "button:attribute",
"weight": 3,
"match": "auth control annotation"
},
{
"source": "visible-text",
"weight": 3,
"match": "log in"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign in"
},
{
"source": "visible-text",
"weight": 3,
"match": "create account"
},
{
"source": "visible-text",
"weight": 2,
"match": "my account"
}
]
},
"resourceFetchSucceeded": false
}Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Needs attention
OAuth Protected Resource
Issue
The OAuth Protected Resource metadata endpoint could not be fetched.
Why it matters
Protected Resource metadata tells agents which authorization servers protect an API and how to connect authentication challenges to the right resource.
Check name
OAuth Protected Resource
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.
Result
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Validation steps
Fetch protected resource metadata
The OAuth Protected Resource metadata endpoint could not be fetched.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"error": "TimeoutError: The operation was aborted due to timeout"
},
"issue": "The OAuth Protected Resource metadata endpoint could not be fetched.",
"howToFix": "Publish /.well-known/oauth-protected-resource JSON."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 17,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "button:attribute",
"weight": 3,
"match": "auth control annotation"
},
{
"source": "visible-text",
"weight": 3,
"match": "log in"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign in"
},
{
"source": "visible-text",
"weight": 3,
"match": "create account"
},
{
"source": "visible-text",
"weight": 2,
"match": "my account"
}
]
},
"resourceFetchSucceeded": false
}Security & TrustAI Training ExposureEmerging recommendation
TDMRep declaration
The optional TDMRep check could not complete.
Informational
Security & TrustAI Training ExposureEmerging recommendation
TDMRep declaration
The optional TDMRep check could not complete.
Needs attention
TDMRep declaration
Issue
The scanner could not fetch /.well-known/tdmrep.json: TimeoutError: The operation was aborted due to timeout
Why it matters
TDMRep is a W3C Community Group protocol and IANA-registered well-known URI for declaring text and data mining reservation policy on applicable content.
Check name
TDMRep declaration
Score
0/100
Status
informational
Category
AI Training Exposure
Maturity
Emerging recommendation
Goal
Publish a machine-readable text and data mining reservation declaration when the site needs one.
Result
The optional TDMRep check could not complete.
Validation steps
Fetch /.well-known/tdmrep.json
The scanner could not fetch /.well-known/tdmrep.json: TimeoutError: The operation was aborted due to timeout
Evidence
{
"steps": [
{
"id": "fetch",
"title": "Fetch /.well-known/tdmrep.json",
"status": "informational",
"evidence": {
"error": "TimeoutError: The operation was aborted due to timeout"
},
"issue": "The scanner could not fetch /.well-known/tdmrep.json: TimeoutError: The operation was aborted due to timeout",
"howToFix": "Retry the scan, then publish /.well-known/tdmrep.json when the rightsholder needs to reserve or permit text and data mining with the W3C TDMRep signal."
}
],
"error": "TimeoutError: The operation was aborted due to timeout"
}Performance and AccessibilityBest PracticesBrowser audit
Issues were logged in the `Issues` panel in Chrome Devtools
100 Fail
Performance and AccessibilityBest PracticesBrowser audit
Issues were logged in the `Issues` panel in Chrome Devtools
Check name
Issues were logged in the `Issues` panel in Chrome Devtools
Score
0/100
Status
fail
Device
desktop
Category
Best Practices
Fix guidance
Issues logged to the `Issues` panel in Chrome Devtools indicate unresolved problems. They can come from network request failures, insufficient security controls, and other browser concerns. Open up the Issues panel in Chrome DevTools for more details on each issue.
Evidence
{
"description": "Issues logged to the `Issues` panel in Chrome Devtools indicate unresolved problems. They can come from network request failures, insufficient security controls, and other browser concerns. Open up the Issues panel in Chrome DevTools for more details on each issue."
}Performance and AccessibilityAccessibilityBrowser audit
Background and foreground colors do not have a sufficient contrast ratio.
50 Fail
Performance and AccessibilityAccessibilityBrowser audit
Background and foreground colors do not have a sufficient contrast ratio.
Check name
Background and foreground colors do not have a sufficient contrast ratio.
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Low-contrast text is difficult or impossible for many users to read. [Learn how to provide sufficient color contrast](https://dequeuniversity.com/rules/axe/4.11/color-contrast).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Low-contrast text is difficult or impossible for many users to read. [Learn how to provide sufficient color contrast](https://dequeuniversity.com/rules/axe/4.11/color-contrast)."
}Performance and AccessibilityAccessibilityBrowser audit
Heading elements are not in a sequentially-descending order
50 Fail
Performance and AccessibilityAccessibilityBrowser audit
Heading elements are not in a sequentially-descending order
Check name
Heading elements are not in a sequentially-descending order
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Properly ordered headings that do not skip levels convey the semantic structure of the page, making it easier to navigate and understand when using assistive technologies. [Learn more about heading order](https://dequeuniversity.com/rules/axe/4.11/heading-order).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Properly ordered headings that do not skip levels convey the semantic structure of the page, making it easier to navigate and understand when using assistive technologies. [Learn more about heading order](https://dequeuniversity.com/rules/axe/4.11/heading-order)."
}SEOSEOBrowser audit
Links are not crawlable
50 Fail
SEOSEOBrowser audit
Links are not crawlable
Check name
Links are not crawlable
Score
0/100
Status
fail
Device
desktop
Category
SEO
Fix guidance
Search engines may use `href` attributes on links to crawl websites. Ensure that the `href` attribute of anchor elements links to an appropriate destination, so more pages of the site can be discovered. [Learn how to make links crawlable](https://support.google.com/webmasters/answer/9112205)
Evidence
{
"description": "Search engines may use `href` attributes on links to crawl websites. Ensure that the `href` attribute of anchor elements links to an appropriate destination, so more pages of the site can be discovered. [Learn how to make links crawlable](https://support.google.com/webmasters/answer/9112205)"
}SEOSEOBrowser audit
Links do not have descriptive text
50 Fail
SEOSEOBrowser audit
Links do not have descriptive text
Check name
Links do not have descriptive text
Score
0/100
Status
fail
Device
desktop
Category
SEO
Estimated savings
5 links found
Fix guidance
Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/).
Evidence
{
"displayValue": "5 links found",
"description": "Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/)."
}Performance and AccessibilityPerformanceBrowser audit
Image optimization
10 Fail
Performance and AccessibilityPerformanceBrowser audit
Image optimization
Check name
Image optimization
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Review the grouped image optimization checks and improve the failing sub-checks listed in evidence.
References
https://web.dev/learn/performance/Evidence
{
"checks": [
{
"id": "image-aspect-ratio",
"title": "Displays images with incorrect aspect ratio",
"score": 0
}
]
}Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
10 Fail
Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
Check name
Improve image delivery
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 699 KiB
Fix guidance
Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 699 KiB",
"description": "Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)"
}Performance and AccessibilityPerformanceBrowser audit
Links do not have a discernible name
10 Fail
Performance and AccessibilityPerformanceBrowser audit
Links do not have a discernible name
Check name
Links do not have a discernible name
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Link text (and alternate text for images, when used as links) that is discernible, unique, and focusable improves the navigation experience for screen reader users. [Learn how to make links accessible](https://dequeuniversity.com/rules/axe/4.11/link-name).
References
https://web.dev/learn/performance/Evidence
{
"description": "Link text (and alternate text for images, when used as links) that is discernible, unique, and focusable improves the navigation experience for screen reader users. [Learn how to make links accessible](https://dequeuniversity.com/rules/axe/4.11/link-name)."
}Performance and AccessibilityPerformanceBrowser audit
Lists do not contain only `<li>` elements and script supporting elements (`<script>` and `<template>`).
10 Fail
Performance and AccessibilityPerformanceBrowser audit
Lists do not contain only `<li>` elements and script supporting elements (`<script>` and `<template>`).
Check name
Lists do not contain only `<li>` elements and script supporting elements (`<script>` and `<template>`).
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Screen readers have a specific way of announcing lists. Ensuring proper list structure aids screen reader output. [Learn more about proper list structure](https://dequeuniversity.com/rules/axe/4.11/list).
References
https://web.dev/learn/performance/Evidence
{
"description": "Screen readers have a specific way of announcing lists. Ensuring proper list structure aids screen reader output. [Learn more about proper list structure](https://dequeuniversity.com/rules/axe/4.11/list)."
}Performance and AccessibilityPerformanceBrowser audit
Minify JavaScript
10 Fail
Performance and AccessibilityPerformanceBrowser audit
Minify JavaScript
Check name
Minify JavaScript
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 54 KiB
Fix guidance
Minifying JavaScript files can reduce payload sizes and script parse time. [Learn how to minify JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unminified-javascript/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 54 KiB",
"description": "Minifying JavaScript files can reduce payload sizes and script parse time. [Learn how to minify JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unminified-javascript/).",
"numericValue": 40
}Performance and AccessibilityPerformanceBrowser audit
Reduce JavaScript execution time
10 Fail
Performance and AccessibilityPerformanceBrowser audit
Reduce JavaScript execution time
Check name
Reduce JavaScript execution time
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
4.9 s
Fix guidance
Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "4.9 s",
"description": "Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).",
"numericValue": 4937.817999999966
}Performance and AccessibilityPerformanceBrowser audit
Reduce unused CSS
10 Fail
Performance and AccessibilityPerformanceBrowser audit
Reduce unused CSS
Check name
Reduce unused CSS
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 77 KiB
Fix guidance
Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. [Learn how to reduce unused CSS](https://developer.chrome.com/docs/lighthouse/performance/unused-css-rules/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 77 KiB",
"description": "Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. [Learn how to reduce unused CSS](https://developer.chrome.com/docs/lighthouse/performance/unused-css-rules/).",
"numericValue": 160
}Performance and AccessibilityPerformanceBrowser audit
Render-blocking requests
10 Fail
Performance and AccessibilityPerformanceBrowser audit
Render-blocking requests
Check name
Render-blocking requests
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 370 ms
Fix guidance
Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path.
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 370 ms",
"description": "Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path."
}Performance and AccessibilityPerformanceBrowser audit
Use efficient cache lifetimes
10 Fail
Performance and AccessibilityPerformanceBrowser audit
Use efficient cache lifetimes
Check name
Use efficient cache lifetimes
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 1,267 KiB
Fix guidance
A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 1,267 KiB",
"description": "A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache)."
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
6 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
Check name
Loading performance
Score
37/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Review the grouped loading performance checks and improve the failing sub-checks listed in evidence.
References
https://web.dev/learn/performance/Evidence
{
"checks": [
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 50 ms",
"numericValue": 54
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 2,
"displayValue": "5.6 s",
"numericValue": 5566.8443700555345
},
{
"id": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 72,
"displayValue": "1.2 s",
"numericValue": 1238.5065132164164
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 0,
"displayValue": "2,510 ms",
"numericValue": 2507.499999999999
},
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 14,
"displayValue": "4.3 s",
"numericValue": 4251.799478574823
},
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 2,
"displayValue": "670 ms",
"numericValue": 668.9999999999991
},
{
"id": "interactive",
"title": "Time to Interactive",
"score": 7,
"displayValue": "8.9 s",
"numericValue": 8891.537506622684
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "140 ms",
"numericValue": 137.23848
}
]
}Fix with MCP or CLI
Use this report as the handoff into remediation. Generate a coding-agent prompt with the failing checks attached, or jump to the MCP and CLI setup docs before your next rescan.
Score history
Public scan score over time
Public reports for this website origin. Select any point or report link to open that canonical report.
| Scan date | Score | Readiness | Report |
|---|---|---|---|
| 42/100 | Level 2, Agent-Limited | Current report |