Export Report
OVERALL SCORE
Level 3, Bot-Aware
- AI Discoverability 45 out of 100
- Agent Ease of Use 6 out of 100
- Security & Trust 20 out of 100
- GEO, AIO and AEO 74 out of 100
- SEO 100 out of 100
- Performance and Accessibility 67 out of 100
What AI sees of your website
Combining Images, Data and Intelligence to Transform Your Business
Redefine how you optimize, edit, and deliver your visual media with tools built for speed, performance, and AI transformation.
Next step
Turn this report into a fix workflow
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 45 | Priority fix | 10 | 13 | 1 | View details |
| Discoverability | 71 | Needs work | 5 | 4 | 0 | View details |
| Content Readiness | 54 | Needs work | 5 | 5 | 1 | View details |
| Bot Access Control | 0 | Priority fix | 0 | 4 | 0 | View details |
| Agent Ease of Use | 6 | Priority fix | 4 | 29 | 3 | View details |
| API | 0 | Priority fix | 0 | 6 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 0 | 7 | 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 | 74 | Needs work | 6 | 3 | 11 | View details |
| GEO Readiness | 85 | Mostly ready | 2 | 0 | 4 | |
| AIO Readiness | 66 | Needs work | 2 | 2 | 3 | View details |
| AEO Readiness | 71 | Needs work | 2 | 1 | 4 | View details |
| SEO | 100 | Strong | 11 | 0 | 0 | |
| SEO | 100 | Strong | 11 | 0 | 0 | |
| Security & Trust | 20 | Priority fix | 5 | 4 | 0 | View details |
| Security & Trust | 20 | Priority fix | 1 | 4 | 0 | View details |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 67 | Needs work | 20 | 4 | 2 | View details |
| Performance | 57 | Needs work | 15 | 4 | 2 | View details |
| Accessibility | 85 | Mostly ready | 5 | 0 | 0 |
Prioritized recommendations
Issues ranked by score impact
47 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 did not return HTTP 2xx.
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 did not return HTTP 2xx.
Validate RFC 9727 linkset
Response is not valid JSON.
Fetch advertised API catalog targets
API Catalog did not expose any same-origin hrefs to validate.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch API catalog",
"status": "fail",
"evidence": {
"statusCode": 404,
"contentType": "text/html; charset=utf-8"
},
"issue": "The API catalog endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/api-catalog."
},
{
"id": "validate",
"title": "Validate RFC 9727 linkset",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html>\n<html>\n <body>\n <p>Invalid .well-known request</p>\n </body>\n</html>"
},
"issue": "Response is not valid JSON.",
"howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
},
{
"id": "target-validation",
"title": "Fetch advertised API catalog targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin API catalog hrefs were available to fetch."
}
]
},
"issue": "API Catalog did not expose any same-origin hrefs to validate.",
"howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
50 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": []
},
"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."
}
]
}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
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=utf-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
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
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=utf-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Find valid OpenAPI document",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><!-- Last Published: Mon Jun 08 2026 21:30:27 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"www.imgix.com\" data-wf-page=\"6705f4b15aee7ca914fff0d1\" data-wf-site=\"6705f4b15aee7ca914fff083\" data-wf-intellimize-customer-id=\"117671322\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Not Found</title><link rel=\"alternate\" hrefLang=\"x-default\" href=\"https://www.imgix.com/404\"/><link rel=\"alternate\" hrefLang=\"en\" href=\"https://www.imgix.com/404\"/><link rel=\"alternate\" hrefLang=\"ja\" href=\"https://www.imgix.com/jp/404\"/><meta content=\"Not Found\" property=\"og:title\"/><meta content=\"Not Found\" name=\"twitter:title\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/>"
},
{
"path": "/openapi.yaml",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><!-- Last Published: Mon Jun 08 2026 21:30:27 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"www.imgix.com\" data-wf-page=\"6705f4b15aee7ca914fff0d1\" data-wf-site=\"6705f4b15aee7ca914fff083\" data-wf-intellimize-customer-id=\"117671322\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Not Found</title><link rel=\"alternate\" hrefLang=\"x-default\" href=\"https://www.imgix.com/404\"/><link rel=\"alternate\" hrefLang=\"en\" href=\"https://www.imgix.com/404\"/><link rel=\"alternate\" hrefLang=\"ja\" href=\"https://www.imgix.com/jp/404\"/><meta content=\"Not Found\" property=\"og:title\"/><meta content=\"Not Found\" name=\"twitter:title\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/>"
},
{
"path": "/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><!-- Last Published: Mon Jun 08 2026 21:30:27 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"www.imgix.com\" data-wf-page=\"6705f4b15aee7ca914fff0d1\" data-wf-site=\"6705f4b15aee7ca914fff083\" data-wf-intellimize-customer-id=\"117671322\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Not Found</title><link rel=\"alternate\" hrefLang=\"x-default\" href=\"https://www.imgix.com/404\"/><link rel=\"alternate\" hrefLang=\"en\" href=\"https://www.imgix.com/404\"/><link rel=\"alternate\" hrefLang=\"ja\" href=\"https://www.imgix.com/jp/404\"/><meta content=\"Not Found\" property=\"og:title\"/><meta content=\"Not Found\" name=\"twitter:title\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/>"
},
{
"path": "/swagger.yaml",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><!-- Last Published: Mon Jun 08 2026 21:30:27 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"www.imgix.com\" data-wf-page=\"6705f4b15aee7ca914fff0d1\" data-wf-site=\"6705f4b15aee7ca914fff083\" data-wf-intellimize-customer-id=\"117671322\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Not Found</title><link rel=\"alternate\" hrefLang=\"x-default\" href=\"https://www.imgix.com/404\"/><link rel=\"alternate\" hrefLang=\"en\" href=\"https://www.imgix.com/404\"/><link rel=\"alternate\" hrefLang=\"ja\" href=\"https://www.imgix.com/jp/404\"/><meta content=\"Not Found\" property=\"og:title\"/><meta content=\"Not Found\" name=\"twitter:title\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/>"
},
{
"path": "/api/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><!-- Last Published: Mon Jun 08 2026 21:30:27 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"www.imgix.com\" data-wf-page=\"6705f4b15aee7ca914fff0d1\" data-wf-site=\"6705f4b15aee7ca914fff083\" data-wf-intellimize-customer-id=\"117671322\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Not Found</title><link rel=\"alternate\" hrefLang=\"x-default\" href=\"https://www.imgix.com/404\"/><link rel=\"alternate\" hrefLang=\"en\" href=\"https://www.imgix.com/404\"/><link rel=\"alternate\" hrefLang=\"ja\" href=\"https://www.imgix.com/jp/404\"/><meta content=\"Not Found\" property=\"og:title\"/><meta content=\"Not Found\" name=\"twitter:title\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/>"
},
{
"path": "/api/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><!-- Last Published: Mon Jun 08 2026 21:30:27 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"www.imgix.com\" data-wf-page=\"6705f4b15aee7ca914fff0d1\" data-wf-site=\"6705f4b15aee7ca914fff083\" data-wf-intellimize-customer-id=\"117671322\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Not Found</title><link rel=\"alternate\" hrefLang=\"x-default\" href=\"https://www.imgix.com/404\"/><link rel=\"alternate\" hrefLang=\"en\" href=\"https://www.imgix.com/404\"/><link rel=\"alternate\" hrefLang=\"ja\" href=\"https://www.imgix.com/jp/404\"/><meta content=\"Not Found\" property=\"og:title\"/><meta content=\"Not Found\" name=\"twitter:title\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/>"
},
{
"path": "/docs/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><!-- Last Published: Mon Jun 08 2026 21:30:27 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"www.imgix.com\" data-wf-page=\"6705f4b15aee7ca914fff0d1\" data-wf-site=\"6705f4b15aee7ca914fff083\" data-wf-intellimize-customer-id=\"117671322\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Not Found</title><link rel=\"alternate\" hrefLang=\"x-default\" href=\"https://www.imgix.com/404\"/><link rel=\"alternate\" hrefLang=\"en\" href=\"https://www.imgix.com/404\"/><link rel=\"alternate\" hrefLang=\"ja\" href=\"https://www.imgix.com/jp/404\"/><meta content=\"Not Found\" property=\"og:title\"/><meta content=\"Not Found\" name=\"twitter:title\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/>"
}
]
},
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
}
]
}AI DiscoverabilityDiscoverabilityEstablished
Organization / WebSite schema
Organization / WebSite schema is missing or incomplete.
50 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": [
"FAQPage"
]
}AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
Needs attention
AI bot rules in robots.txt
Issue
No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.
Why it matters
Explicit AI bot rules reduce ambiguity for crawler operators and make training, indexing, or retrieval access policy auditable.
Check name
AI bot rules in robots.txt
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Established
Goal
Add User-agent rules for AI crawlers like GPTBot, Claude-Web, and others.
Result
AI bot rules in robots.txt is missing or incomplete.
Evidence
{
"expectedBots": [
"GPTBot",
"ChatGPT-User",
"ClaudeBot",
"Claude-Web",
"Anthropic-AI",
"Google-Extended",
"PerplexityBot",
"CCBot",
"Applebot-Extended",
"Meta-ExternalAgent",
"Bytespider",
"Amazonbot",
"Cohere-AI"
],
"configuredBots": []
}AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
33 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
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
33 Fail
AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
Needs attention
Markdown negotiation
Issue
Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
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 "Markdown content type".
Validation steps
Markdown content type
Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "accept-encoding".
Structured Markdown body
Markdown response is missing a heading.
Evidence
{
"failedStep": "content-type",
"steps": [
{
"id": "content-type",
"title": "Markdown content type",
"status": "fail",
"evidence": {
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
},
"issue": "Content-Type \"text/html; charset=utf-8\" does not indicate Markdown when requested with Accept: text/markdown.",
"howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
},
{
"id": "vary-accept",
"title": "Vary: Accept header",
"status": "fail",
"evidence": {
"vary": "accept-encoding"
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"accept-encoding\".",
"howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
},
{
"id": "markdown-content",
"title": "Structured Markdown body",
"status": "fail",
"evidence": {
"valid": false,
"hasHeading": false,
"wordCount": 74197,
"excerpt": "<!DOCTYPE html><!-- Last Published: Mon Jun 08 2026 21:30:27 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"www.imgix.com\" data-wf-page=\"6705f4b15aee7ca914fff0cf\" data-wf-site=\"6705f4b15aee7ca914fff083\" data-wf-intellimize-c",
"issue": "Markdown response is missing a heading."
},
"issue": "Markdown response is missing a heading.",
"howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
33 Fail
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
Needs attention
Semantic HTML
Issue
Semantic HTML is incomplete: missing <main> landmark; missing <footer> landmark; 1/2 applicable form inputs have autocomplete attributes (1 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": false,
"nav": true,
"footer": false,
"meaningfulH1": true,
"headingOrder": true,
"accessibleLinks": true,
"accessibleButtons": true,
"imageAltCoverage": true,
"formAutocompleteCoverage": false,
"details": {
"inaccessibleLinks": [],
"inaccessibleButtons": [],
"missingAutocompleteInputs": [
"<input class=\"newsletter-input w-input\" data-wfhsfieldname=\"FormTextInput-2\" maxlength=\"256\" name=\"Email-2\" data-name=\"Email 2\" placeholder=\"[email protected]\" type=\"email\" id=\"Email-2\" required>"
],
"imagesMissingAlt": [],
"skippedHeadingLevels": []
},
"counts": {
"h1": 1,
"headings": 19,
"links": 122,
"inaccessibleLinks": 0,
"buttons": 9,
"inaccessibleButtons": 0,
"images": 69,
"imagesWithAlt": 69,
"autocompleteInputs": 2,
"inputsWithAutocomplete": 1,
"missingAutocompleteInputs": 1
}
}AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
33 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",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88
}
]
},
"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."
}
]
}Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
25 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
}Security & TrustSecurity & TrustEstablished
Frame protection
Frame protection is missing or incomplete.
25 Fail
Security & TrustSecurity & TrustEstablished
Frame protection
Frame protection is missing or incomplete.
Needs attention
Frame protection
Issue
Frame protection is missing or incomplete.
Why it matters
Frame protection blocks hostile sites from embedding pages in deceptive frames, reducing clickjacking risk.
Check name
Frame protection
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Prevent unwanted framing with X-Frame-Options or CSP frame-ancestors.
Result
Frame protection is missing or incomplete.
Evidence
{
"xFrameOptions": null,
"validXFrame": false,
"contentSecurityPolicy": null,
"cspFrameAncestors": false
}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",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88
}
]
},
"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",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 73041
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88
},
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88
}
]
},
"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."
}
]
}Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
25 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
}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",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88
},
{
"path": "/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 73041
},
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 73041
}
]
},
"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."
}
]
}Security & TrustSecurity & TrustEstablished
X-Content-Type-Options
X-Content-Type-Options is missing or incomplete.
25 Fail
Security & TrustSecurity & TrustEstablished
X-Content-Type-Options
X-Content-Type-Options is missing or incomplete.
Needs attention
X-Content-Type-Options
Issue
X-Content-Type-Options is missing or incomplete.
Why it matters
X-Content-Type-Options prevents browsers from treating mislabeled files as executable content, reducing content-sniffing attacks.
Check name
X-Content-Type-Options
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Prevent MIME sniffing for browser-loaded resources.
Result
X-Content-Type-Options is missing or incomplete.
Evidence
{
"header": "x-content-type-options",
"value": null
}AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
25 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; missing meta or <time> freshness tags.
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
25/100
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 17:02:39 GMT",
"schemaDates": [],
"metaDateCount": 0,
"timeDateCount": 0
}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",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88
},
{
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88
},
{
"path": "/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 73041
}
]
},
"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",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88
}
]
},
"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",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88
},
{
"path": "/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 73041
}
]
},
"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",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88
},
{
"path": "/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 73041
}
]
},
"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."
}
]
}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.imgix.com",
"probes": [
{
"name": "_index._agents.www.imgix.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
},
{
"name": "_a2a._agents.www.imgix.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.imgix.com",
"dnssecTypes": [],
"dnssecRecordCount": 0
},
{
"name": "imgix.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."
}
]
}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 name="Email-2"> is missing a label.<input name="Email-2"> is missing tool-param-description.<input> is missing a name attribute.<input> is missing tool-param-description.<input name="email"> is missing tool-param-description.<input> is missing a name attribute.<input> is missing a label.<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": 2,
"formsWithTags": 0,
"totalInteractive": 135,
"interactiveWithTags": 0,
"totalCount": 137,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input name=\"Email-2\"> is missing a label.",
"<input name=\"Email-2\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input name=\"email\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<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": 8,
"issues": [
"<input name=\"Email-2\"> is missing a label.",
"<input name=\"Email-2\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input name=\"email\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description."
]
},
"issue": "WebMCP declarative annotations need fixes.",
"issueDetails": [
{
"title": "WebMCP declarative annotation issues",
"items": [
{
"type": "code",
"value": "<input name=\"Email-2\"> is missing a label."
},
{
"type": "code",
"value": "<input name=\"Email-2\"> 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=\"email\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing a label."
},
{
"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": 2,
"formsWithTags": 0,
"totalInteractive": 135,
"interactiveWithTags": 0,
"totalCount": 137,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input name=\"Email-2\"> is missing a label.",
"<input name=\"Email-2\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input name=\"email\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<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": 2,
"formsWithTags": 0,
"totalInteractive": 135,
"interactiveWithTags": 0,
"totalCount": 137,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input name=\"Email-2\"> is missing a label.",
"<input name=\"Email-2\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input name=\"email\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<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: 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": "/about",
"text": "About Us",
"html": "<a href=\"/about\" class=\"solution-dropdown-links-wrapper w-inline-block\"><div class=\"text-size-small\">About Us</div></a>"
},
{
"href": "https://www.linkedin.com/company/3825637",
"text": "LinkedIn",
"html": "<a aria-label=\"linkedin link\" href=\"https://www.linkedin.com/company/3825637\" target=\"_blank\" class=\"footer-link w-inline-block\"><div class=\"text-size-small\">LinkedIn</div></a>"
},
{
"href": "https://www.linkedin.com/company/3825637",
"text": "",
"html": "<a aria-label=\"linkedin link\" href=\"https://www.linkedin.com/company/3825637\" target=\"_blank\" class=\"socail-icon-link w-inline-block\"><div class=\"socail-icon w-embed\"><svg width=\"100%\" height=\"100%\" viewBox=\"0 0 44 44\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"> <g clip-path=\"url(#clip0_2441_13133)\"> <path d=\"M31.0195 12H13.9766C13.1602 12 12.5 12.6445 12.5 13.4414V30.5547C12.5 31.3516 13.1602 32 13.9766 32H31.0195C31.8359 32 32.5 31.3516 32.5 30.5586V13.4414C32.5 12.6445 31.8359 12 31.01..."
}
],
"contactLinks": [
{
"href": "/contact",
"text": "Get in Touch",
"html": "<a href=\"/contact\" class=\"resource-trigger is-black hoved-white w-inline-block\"><div class=\"resource-tab-icon w-embed\"><svg width=\"100%\" height=\"100%\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"> <g clip-path=\"url(#clip0_2638_1192)\"> <path d=\"M17.781 6.10537C17.781 2.73904 15.042 0 11.6757 0C8.30934 0 5.57031 2.73904 5.57031 6.10537C5.57031 9.4717 8.30934 12.2107 11.6757 12.2107C15.042 12.2107 17.781 9.4717 17.781 6.10537ZM6.28859 6.10537C6.28859 3.13529 8.70559 0.71827..."
},
{
"href": "/contact",
"text": "Talk to our team",
"html": "<a id=\"w-node-d6c46e78-9689-4a7b-0894-00e81343f47a-7305e54d\" href=\"/contact\" class=\"footer-link w-inline-block\"><div class=\"text-size-small\">Talk to our team</div></a>"
},
{
"href": "/contact",
"text": "Contact Us",
"html": "<a href=\"/contact\" class=\"button-main w-button\">Contact Us</a>"
}
],
"privacyLinks": [
{
"href": "/privacy",
"text": "Learn more.",
"html": "<a href=\"/privacy\" target=\"_blank\">Learn more.</a>"
}
],
"score": 40,
"weight": 20
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 35/100 and needs a fix.
6 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 35/100 and needs a fix.
Needs attention
AIO: Visible structured data match
Issue
17 structured-data value(s) were not found in visible page text.
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
35/100
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 35/100 and needs a fix.
Evidence
{
"schemaCount": 1,
"checkedFields": [
{
"path": "$[0].mainEntity[0].name",
"value": "How can I automate bulk image editing for my website?"
},
{
"path": "$[0].mainEntity[1].name",
"value": "What are the best tools for batch photo processing?"
},
{
"path": "$[0].mainEntity[2].name",
"value": "How do I set up automated workflows for image optimization?"
},
{
"path": "$[0].mainEntity[3].name",
"value": "What’s the fastest way to prepare images for the web?"
},
{
"path": "$[0].mainEntity[4].name",
"value": "Can I integrate image editing into my CI/CD pipeline?"
},
{
"path": "$[0].mainEntity[5].name",
"value": "Are there plugins for Shopify, WordPress, or CMS platforms to automate image edits?"
},
{
"path": "$[0].mainEntity[6].name",
"value": "How do I integrate Imgix into my existing workflow?"
},
{
"path": "$[0].mainEntity[7].name",
"value": "Does Imgix support video editing or video APIs?"
},
{
"path": "$[0].mainEntity[8].name",
"value": "How can I use the Imgix API to automate image processing?"
},
{
"path": "$[0].mainEntity[9].name",
"value": "What are the steps to set up responsive images with Imgix?"
},
{
"path": "$[0].mainEntity[10].name",
"value": "Can I customize image optimization parameters with Imgix?"
},
{
"path": "$[0].mainEntity[11].name",
"value": "Does Imgix support modern formats like WebP and AVIF?"
},
{
"path": "$[0].mainEntity[12].name",
"value": "How does Imgix compare to Cloudinary or ImageKit?"
},
{
"path": "$[0].mainEntity[13].name",
"value": "What’s the best image optimization platform for developers?"
},
{
"path": "$[0].mainEntity[14].name",
"value": "Which AI image editor is best for businesses?"
},
{
"path": "$[0].mainEntity[15].name",
"value": "What alternatives exist to manual image editing?"
},
{
"path": "$[0].mainEntity[16].name",
"value": "Is Imgix better for performance-focused teams than other image tools?"
},
{
"path": "$[0].mainEntity[17].name",
"value": "Does Imgix support both images and video in one platform?"
},
{
"path": "$[0].mainEntity[18].name",
"value": "How is Imgix different from tools like Adobe or Canva?"
},
{
"path": "$[0].mainEntity[19].name",
"value": "Why choose Imgix over traditional CDNs with image optimization add-ons?"
},
{
"path": "$[0].mainEntity[20].name",
"value": "How does Imgix compare to other AI image generators?"
},
{
"path": "$[0].mainEntity[21].name",
"value": "Why are images on my website loading slowly?"
},
{
"path": "$[0].mainEntity[22].name",
"value": "How do I fix blurry or low-resolution images online?"
},
{
"path": "$[0].mainEntity[23].name",
"value": "What are the best practices for maintaining image quality across devices?"
},
{
"path": "$[0].mainEntity[24].name",
"value": "How can I improve image resolution for large screens?"
},
{
"path": "$[0].mainEntity[25].name",
"value": "What steps should I take to optimize visuals for performance?"
}
],
"mismatches": [
{
"path": "$[0].mainEntity[1].name",
"value": "What are the best tools for batch photo processing?"
},
{
"path": "$[0].mainEntity[3].name",
"value": "What’s the fastest way to prepare images for the web?"
},
{
"path": "$[0].mainEntity[5].name",
"value": "Are there plugins for Shopify, WordPress, or CMS platforms to automate image edits?"
},
{
"path": "$[0].mainEntity[6].name",
"value": "How do I integrate Imgix into my existing workflow?"
},
{
"path": "$[0].mainEntity[9].name",
"value": "What are the steps to set up responsive images with Imgix?"
},
{
"path": "$[0].mainEntity[10].name",
"value": "Can I customize image optimization parameters with Imgix?"
},
{
"path": "$[0].mainEntity[11].name",
"value": "Does Imgix support modern formats like WebP and AVIF?"
},
{
"path": "$[0].mainEntity[12].name",
"value": "How does Imgix compare to Cloudinary or ImageKit?"
},
{
"path": "$[0].mainEntity[14].name",
"value": "Which AI image editor is best for businesses?"
},
{
"path": "$[0].mainEntity[15].name",
"value": "What alternatives exist to manual image editing?"
},
{
"path": "$[0].mainEntity[18].name",
"value": "How is Imgix different from tools like Adobe or Canva?"
},
{
"path": "$[0].mainEntity[19].name",
"value": "Why choose Imgix over traditional CDNs with image optimization add-ons?"
},
{
"path": "$[0].mainEntity[20].name",
"value": "How does Imgix compare to other AI image generators?"
},
{
"path": "$[0].mainEntity[21].name",
"value": "Why are images on my website loading slowly?"
},
{
"path": "$[0].mainEntity[22].name",
"value": "How do I fix blurry or low-resolution images online?"
},
{
"path": "$[0].mainEntity[23].name",
"value": "What are the best practices for maintaining image quality across devices?"
},
{
"path": "$[0].mainEntity[24].name",
"value": "How can I improve image resolution for large screens?"
}
],
"score": 35,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
6 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": [],
"aboutLinks": [
{
"href": "/about",
"text": "About Us",
"html": "<a href=\"/about\" class=\"solution-dropdown-links-wrapper w-inline-block\"><div class=\"text-size-small\">About Us</div></a>"
},
{
"href": "https://www.linkedin.com/company/3825637",
"text": "LinkedIn",
"html": "<a aria-label=\"linkedin link\" href=\"https://www.linkedin.com/company/3825637\" target=\"_blank\" class=\"footer-link w-inline-block\"><div class=\"text-size-small\">LinkedIn</div></a>"
},
{
"href": "https://www.linkedin.com/company/3825637",
"text": "",
"html": "<a aria-label=\"linkedin link\" href=\"https://www.linkedin.com/company/3825637\" target=\"_blank\" class=\"socail-icon-link w-inline-block\"><div class=\"socail-icon w-embed\"><svg width=\"100%\" height=\"100%\" viewBox=\"0 0 44 44\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"> <g clip-path=\"url(#clip0_2441_13133)\"> <path d=\"M31.0195 12H13.9766C13.1602 12 12.5 12.6445 12.5 13.4414V30.5547C12.5 31.3516 13.1602 32 13.9766 32H31.0195C31.8359 32 32.5 31.3516 32.5 30.5586V13.4414C32.5 12.6445 31.8359 12 31.01..."
}
],
"contactLinks": [
{
"href": "/contact",
"text": "Get in Touch",
"html": "<a href=\"/contact\" class=\"resource-trigger is-black hoved-white w-inline-block\"><div class=\"resource-tab-icon w-embed\"><svg width=\"100%\" height=\"100%\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"> <g clip-path=\"url(#clip0_2638_1192)\"> <path d=\"M17.781 6.10537C17.781 2.73904 15.042 0 11.6757 0C8.30934 0 5.57031 2.73904 5.57031 6.10537C5.57031 9.4717 8.30934 12.2107 11.6757 12.2107C15.042 12.2107 17.781 9.4717 17.781 6.10537ZM6.28859 6.10537C6.28859 3.13529 8.70559 0.71827..."
},
{
"href": "/contact",
"text": "Talk to our team",
"html": "<a id=\"w-node-d6c46e78-9689-4a7b-0894-00e81343f47a-7305e54d\" href=\"/contact\" class=\"footer-link w-inline-block\"><div class=\"text-size-small\">Talk to our team</div></a>"
},
{
"href": "/contact",
"text": "Contact Us",
"html": "<a href=\"/contact\" class=\"button-main w-button\">Contact Us</a>"
}
],
"privacyLinks": [
{
"href": "/privacy",
"text": "Learn more.",
"html": "<a href=\"/privacy\" target=\"_blank\">Learn more.</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.
5 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
18 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": 18,
"passing": 0,
"failing": [
{
"heading": "Try Imgix for Free",
"headingHtml": "<h2 class=\"pricing_modal_cta_title\">Try Imgix for Free</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Try Imgix for Free",
"headingHtml": "<h2 class=\"pricing_modal_cta_title\">Try Imgix for Free</h2>",
"firstParagraph": "This website uses cookies to ensure you get the best experience on our website. Learn more.",
"paragraphHtml": "<p class=\"paragraph-61 cookie-text\">This website uses cookies to ensure you get the best experience on our website. <a href=\"/privacy\" target=\"_blank\">Learn more.</a></p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "The Power Behind Every Visual",
"headingHtml": "<h2 class=\"multi-cta_item_title text-color-light-grey\">The Power Behind Every Visual</h2>",
"firstParagraph": "Imgix automates every part of your visual pipeline — from creation to delivery — giving your team speed, consistency, and control at any scale.",
"paragraphHtml": "<p class=\"multi-cta_item_sub-title\">Imgix automates every part of your visual pipeline — from creation to delivery — giving your team speed, consistency, and control at any scale.</p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "Unleashed Creativity",
"headingHtml": "<h3 class=\"heading-style-40 mobile-text-align-center\">Unleashed Creativity</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Smarter Workflows",
"headingHtml": "<h3 class=\"heading-style-40 mobile-text-align-center\">Smarter Workflows</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Global Reach",
"headingHtml": "<h3 class=\"heading-style-40 mobile-text-align-center\">Global Reach</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Faster Pages",
"headingHtml": "<h2 class=\"heading-style-40 mobile-text-align-center\">Faster Pages</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "A look at the capabilities customers reach for most.",
"headingHtml": "<h2 class=\"mlf-title\">A look at the capabilities customers reach for most.</h2>",
"firstParagraph": "Auto-format, AI backgrounds, image-to-video, smart cropping, adaptive streaming, and captions in 100+ languages. Each one a URL parameter on the same Imgix pipeline.",
"paragraphHtml": "<p class=\"mlf-sub\">Auto-format, AI backgrounds, image-to-video, smart cropping, adaptive streaming, and captions in 100+ languages. Each one a URL parameter on the same Imgix pipeline.</p>",
"words": 23,
"direct": false,
"issue": "First paragraph is 23 words and does not look like a concise direct answer."
},
{
"heading": "The lightest format every browser can take.",
"headingHtml": "<h3 class=\"mlf-card-title\">The lightest format every browser can take.</h3>",
"firstParagraph": "auto=format negotiates per request — AVIF where it’s supported, WebP next, your original as a fallback. Customers see images cut to about half their size, with no code.",
"paragraphHtml": "<p class=\"mlf-card-desc\"><code>auto=format</code> negotiates per request — AVIF where it’s supported, WebP next, your original as a fallback. Customers see images cut to about half their size, with no code.</p>",
"words": 29,
"direct": false,
"issue": "First paragraph is 29 words and does not look like a concise direct answer."
},
{
"heading": "Background, removed or replaced.",
"headingHtml": "<h3 class=\"mlf-card-title\">Background, removed or replaced.</h3>",
"firstParagraph": "One parameter clips the subject. Another paints a new backdrop. No masking, no Photoshop, no per-asset re-render.",
"paragraphHtml": "<p class=\"mlf-card-desc\">One parameter clips the subject. Another paints a new backdrop. No masking, no Photoshop, no per-asset re-render.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "Turn any still into short-form video.",
"headingHtml": "<h3 class=\"mlf-card-title\">Turn any still into short-form video.</h3>",
"firstParagraph": "Drop in a product photo. Generate a motion clip ready for ads, social, and product pages in seconds.",
"paragraphHtml": "<p class=\"mlf-card-desc\">Drop in a product photo. Generate a motion clip ready for ads, social, and product pages in seconds.</p>",
"words": 18,
"direct": false,
"issue": "First paragraph is 18 words and does not look like a concise direct answer."
},
{
"heading": "One video, every aspect ratio.",
"headingHtml": "<h3 class=\"mlf-card-title\">One video, every aspect ratio.</h3>",
"firstParagraph": "Detect the focal point and recrop your video on the fly. 9:16 for stories, 1:1 for feeds, 16:9 for hero, from a single upload.",
"paragraphHtml": "<p class=\"mlf-card-desc\">Detect the focal point and recrop your video on the fly. 9:16 for stories, 1:1 for feeds, 16:9 for hero, from a single upload.</p>",
"words": 27,
"direct": false,
"issue": "First paragraph is 27 words and does not look like a concise direct answer."
},
{
"heading": "Smooth playback on every device.",
"headingHtml": "<h3 class=\"mlf-card-title\">Smooth playback on every device.</h3>",
"firstParagraph": "Quality automatically adjusts to match each viewer’s connection. Fast networks get full resolution, slow ones keep playing without dropping.",
"paragraphHtml": "<p class=\"mlf-card-desc\">Quality automatically adjusts to match each viewer’s connection. Fast networks get full resolution, slow ones keep playing without dropping.</p>",
"words": 20,
"direct": false,
"issue": "First paragraph is 20 words and does not look like a concise direct answer."
},
{
"heading": "Speak every viewer’s language.",
"headingHtml": "<h3 class=\"mlf-card-title\">Speak every viewer’s language.</h3>",
"firstParagraph": "Transcribe your video on upload and generates captions in nearly 100 languages, so you don’t re-shoot, re-edit, or re-encode to localize.",
"paragraphHtml": "<p class=\"mlf-card-desc\">Transcribe your video on upload and generates captions in nearly 100 languages, so you don’t re-shoot, re-edit, or re-encode to localize.</p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "Optimized by Imgix",
"headingHtml": "<h3 class=\"heading-style-40\">Optimized by Imgix</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Is your site keeping up?",
"headingHtml": "<h2 class=\"conversion-copy is-large\">Is your site keeping up?</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "See what’s weighing you down:",
"headingHtml": "<h2 class=\"conversion-copy is-small is-gray\">See what’s weighing you down:</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Join the Imgix Community",
"headingHtml": "<h3 class=\"heading-style-40\">Join the Imgix Community</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 76/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 76/100 and needs improvement.
Needs attention
GEO: Entity clarity
Issue
Title/H1 terms missing from description: combining, images, data, intelligence, transform, business, visuals, scale.
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
76/100
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 76/100 and needs improvement.
Evidence
{
"title": "Combining Images, Data and Intelligence to Transform Your Business",
"h1": "Optimize, Transform & Deliver Visuals at Scale",
"description": "Redefine how you optimize, edit, and deliver your visual media with tools built for speed, performance, and AI transformation.",
"topicOverlap": 0.2,
"topicTerms": [
"combining",
"images",
"data",
"intelligence",
"transform",
"business",
"optimize",
"deliver",
"visuals",
"scale"
],
"descriptionTerms": [
"redefine",
"optimize",
"edit",
"deliver",
"visual",
"media",
"tools",
"built",
"speed",
"performance",
"transformation"
],
"missingFromDescription": [
"combining",
"images",
"data",
"intelligence",
"transform",
"business",
"visuals",
"scale"
],
"score": 76,
"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
No substantial explanatory paragraphs were found.
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": 1,
"citablePassages": 0,
"failingCandidateParagraphs": [],
"citableParagraphs": [],
"score": 75,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
Needs attention
GEO: Extraction-friendly structure
Issue
Missing extraction signals: optional top summary / TL;DR / key takeaways block, table with <thead> only if the page already has tabular/comparative data, ordered list only if the page explains a workflow/process.
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
85/100
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 85/100 and needs improvement.
Evidence
{
"hasSummary": false,
"tableCount": 0,
"tablesWithHead": 0,
"tablesMissingThead": [],
"orderedLists": 0,
"hasFaq": true,
"definitionPatterns": 2,
"schemaBlocks": 1,
"missingSignals": [
"optional top summary / TL;DR / key takeaways block",
"table with <thead> only if the page already has tabular/comparative data",
"ordered list only if the page explains a workflow/process"
],
"score": 85,
"weight": 24
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 80/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 80/100 and needs improvement.
Needs attention
AEO: Entity and definition clarity
Issue
Entity or definition gaps: combining, images, data, intelligence, transform, business, visuals, scale.
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
80/100
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 80/100 and needs improvement.
Evidence
{
"title": "Combining Images, Data and Intelligence to Transform Your Business",
"h1": "Optimize, Transform & Deliver Visuals at Scale",
"description": "Redefine how you optimize, edit, and deliver your visual media with tools built for speed, performance, and AI transformation.",
"topicOverlap": 0.2,
"definitionCount": 2,
"topicTerms": [
"combining",
"images",
"data",
"intelligence",
"transform",
"business",
"optimize",
"deliver",
"visuals",
"scale"
],
"descriptionTerms": [
"redefine",
"optimize",
"edit",
"deliver",
"visual",
"media",
"tools",
"built",
"speed",
"performance",
"transformation"
],
"missingFromDescription": [
"combining",
"images",
"data",
"intelligence",
"transform",
"business",
"visuals",
"scale"
],
"score": 80,
"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
56 image(s) are missing width/height attributes. 18 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
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"visibleWords": 787,
"htmlBytes": 1006373,
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"<section class=\"pricing_modal_wrap\"><div class=\"padding-global height-full\"><div data-w-id=\"00d34aea-b807-8009-f4f6-52204139481c\" class=\"pricing_modal_overlay\"></div><div class=\"pricing_modal_contain\"><div class=\"pricing_modal_cta_wrap\"><h2 class=\"pricing_modal_cta_title\">Try Imgix for Free</h2><div class=\"pricing_modal_cta_sub-title\">Get 30 days and 100 credits to transform, optimize, and deliver high-performance visuals. No credit card required.</div><a href=\"https://dashboard.imgix.com/sig...",
"<div data-w-id=\"00d34aea-b807-8009-f4f6-52204139481c\" class=\"pricing_modal_overlay\"></div>",
"<div class=\"pricing_modal_contain\"><div class=\"pricing_modal_cta_wrap\"><h2 class=\"pricing_modal_cta_title\">Try Imgix for Free</h2><div class=\"pricing_modal_cta_sub-title\">Get 30 days and 100 credits to transform, optimize, and deliver high-performance visuals. No credit card required.</div><a href=\"https://dashboard.imgix.com/signup?price=price_0ReLwQLGrLNsJ1DmOQcwaRe1&referrer_url=direct&referring_domain=direct\" target=\"_blank\" class=\"pricing_modal_cta_btn w-button\">Start My Free Tri...",
"<div class=\"pricing_modal_cta_wrap\"><h2 class=\"pricing_modal_cta_title\">Try Imgix for Free</h2><div class=\"pricing_modal_cta_sub-title\">Get 30 days and 100 credits to transform, optimize, and deliver high-performance visuals. No credit card required.</div><a href=\"https://dashboard.imgix.com/signup?price=price_0ReLwQLGrLNsJ1DmOQcwaRe1&referrer_url=direct&referring_domain=direct\" target=\"_blank\" class=\"pricing_modal_cta_btn w-button\">Start My Free Trial</a></div>",
"<h2 class=\"pricing_modal_cta_title\">Try Imgix for Free</h2>",
"<div class=\"pricing_modal_cta_sub-title\">Get 30 days and 100 credits to transform, optimize, and deliver high-performance visuals. No credit card required.</div>",
"<a href=\"https://dashboard.imgix.com/signup?price=price_0ReLwQLGrLNsJ1DmOQcwaRe1&referrer_url=direct&referring_domain=direct\" target=\"_blank\" class=\"pricing_modal_cta_btn w-button\">Start My Free Trial</a>",
"<div flowappz-cookie-popup=\"true\" class=\"flowappz-cookie-consent-popup-13 flowappz-hide-popup\"><div class=\"flowappz-consent-popup-content--temp6\"><div class=\"flowappz-cookie-popup-content-paragraph-31\"><p class=\"paragraph-61 cookie-text\">This website uses cookies to ensure you get the best experience on our website. <a href=\"/privacy\" target=\"_blank\">Learn more.</a></p></div><div class=\"flowappz-cookie-popup-btn-wrapper-9\"><a flowappz-cookie-command=\"accept-all\" href=\"#\" class=\"flowappz-cooki...",
"<div class=\"flowappz-consent-popup-content--temp6\"><div class=\"flowappz-cookie-popup-content-paragraph-31\"><p class=\"paragraph-61 cookie-text\">This website uses cookies to ensure you get the best experience on our website. <a href=\"/privacy\" target=\"_blank\">Learn more.</a></p></div><div class=\"flowappz-cookie-popup-btn-wrapper-9\"><a flowappz-cookie-command=\"accept-all\" href=\"#\" class=\"flowappz-cookie-accept-button-27 w-button\">Accept All Cookies </a><a flowappz-cookie-command=\"reject-all\" hre...",
"<div class=\"flowappz-cookie-popup-content-paragraph-31\"><p class=\"paragraph-61 cookie-text\">This website uses cookies to ensure you get the best experience on our website. <a href=\"/privacy\" target=\"_blank\">Learn more.</a></p></div>",
"<div class=\"flowappz-cookie-popup-btn-wrapper-9\"><a flowappz-cookie-command=\"accept-all\" href=\"#\" class=\"flowappz-cookie-accept-button-27 w-button\">Accept All Cookies </a><a flowappz-cookie-command=\"reject-all\" href=\"#\" class=\"flowappz-cookie-reject-button-25 w-button\">Reject All</a></div>"
],
"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
18 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": 18,
"passing": 0,
"failing": [
{
"heading": "Try Imgix for Free",
"headingHtml": "<h2 class=\"pricing_modal_cta_title\">Try Imgix for Free</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Try Imgix for Free",
"headingHtml": "<h2 class=\"pricing_modal_cta_title\">Try Imgix for Free</h2>",
"firstParagraph": "This website uses cookies to ensure you get the best experience on our website. Learn more.",
"paragraphHtml": "<p class=\"paragraph-61 cookie-text\">This website uses cookies to ensure you get the best experience on our website. <a href=\"/privacy\" target=\"_blank\">Learn more.</a></p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "The Power Behind Every Visual",
"headingHtml": "<h2 class=\"multi-cta_item_title text-color-light-grey\">The Power Behind Every Visual</h2>",
"firstParagraph": "Imgix automates every part of your visual pipeline — from creation to delivery — giving your team speed, consistency, and control at any scale.",
"paragraphHtml": "<p class=\"multi-cta_item_sub-title\">Imgix automates every part of your visual pipeline — from creation to delivery — giving your team speed, consistency, and control at any scale.</p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "Unleashed Creativity",
"headingHtml": "<h3 class=\"heading-style-40 mobile-text-align-center\">Unleashed Creativity</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Smarter Workflows",
"headingHtml": "<h3 class=\"heading-style-40 mobile-text-align-center\">Smarter Workflows</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Global Reach",
"headingHtml": "<h3 class=\"heading-style-40 mobile-text-align-center\">Global Reach</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Faster Pages",
"headingHtml": "<h2 class=\"heading-style-40 mobile-text-align-center\">Faster Pages</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "A look at the capabilities customers reach for most.",
"headingHtml": "<h2 class=\"mlf-title\">A look at the capabilities customers reach for most.</h2>",
"firstParagraph": "Auto-format, AI backgrounds, image-to-video, smart cropping, adaptive streaming, and captions in 100+ languages. Each one a URL parameter on the same Imgix pipeline.",
"paragraphHtml": "<p class=\"mlf-sub\">Auto-format, AI backgrounds, image-to-video, smart cropping, adaptive streaming, and captions in 100+ languages. Each one a URL parameter on the same Imgix pipeline.</p>",
"words": 23,
"direct": false,
"issue": "First paragraph is 23 words and does not look like a concise direct answer."
},
{
"heading": "The lightest format every browser can take.",
"headingHtml": "<h3 class=\"mlf-card-title\">The lightest format every browser can take.</h3>",
"firstParagraph": "auto=format negotiates per request — AVIF where it’s supported, WebP next, your original as a fallback. Customers see images cut to about half their size, with no code.",
"paragraphHtml": "<p class=\"mlf-card-desc\"><code>auto=format</code> negotiates per request — AVIF where it’s supported, WebP next, your original as a fallback. Customers see images cut to about half their size, with no code.</p>",
"words": 29,
"direct": false,
"issue": "First paragraph is 29 words and does not look like a concise direct answer."
},
{
"heading": "Background, removed or replaced.",
"headingHtml": "<h3 class=\"mlf-card-title\">Background, removed or replaced.</h3>",
"firstParagraph": "One parameter clips the subject. Another paints a new backdrop. No masking, no Photoshop, no per-asset re-render.",
"paragraphHtml": "<p class=\"mlf-card-desc\">One parameter clips the subject. Another paints a new backdrop. No masking, no Photoshop, no per-asset re-render.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "Turn any still into short-form video.",
"headingHtml": "<h3 class=\"mlf-card-title\">Turn any still into short-form video.</h3>",
"firstParagraph": "Drop in a product photo. Generate a motion clip ready for ads, social, and product pages in seconds.",
"paragraphHtml": "<p class=\"mlf-card-desc\">Drop in a product photo. Generate a motion clip ready for ads, social, and product pages in seconds.</p>",
"words": 18,
"direct": false,
"issue": "First paragraph is 18 words and does not look like a concise direct answer."
},
{
"heading": "One video, every aspect ratio.",
"headingHtml": "<h3 class=\"mlf-card-title\">One video, every aspect ratio.</h3>",
"firstParagraph": "Detect the focal point and recrop your video on the fly. 9:16 for stories, 1:1 for feeds, 16:9 for hero, from a single upload.",
"paragraphHtml": "<p class=\"mlf-card-desc\">Detect the focal point and recrop your video on the fly. 9:16 for stories, 1:1 for feeds, 16:9 for hero, from a single upload.</p>",
"words": 27,
"direct": false,
"issue": "First paragraph is 27 words and does not look like a concise direct answer."
},
{
"heading": "Smooth playback on every device.",
"headingHtml": "<h3 class=\"mlf-card-title\">Smooth playback on every device.</h3>",
"firstParagraph": "Quality automatically adjusts to match each viewer’s connection. Fast networks get full resolution, slow ones keep playing without dropping.",
"paragraphHtml": "<p class=\"mlf-card-desc\">Quality automatically adjusts to match each viewer’s connection. Fast networks get full resolution, slow ones keep playing without dropping.</p>",
"words": 20,
"direct": false,
"issue": "First paragraph is 20 words and does not look like a concise direct answer."
},
{
"heading": "Speak every viewer’s language.",
"headingHtml": "<h3 class=\"mlf-card-title\">Speak every viewer’s language.</h3>",
"firstParagraph": "Transcribe your video on upload and generates captions in nearly 100 languages, so you don’t re-shoot, re-edit, or re-encode to localize.",
"paragraphHtml": "<p class=\"mlf-card-desc\">Transcribe your video on upload and generates captions in nearly 100 languages, so you don’t re-shoot, re-edit, or re-encode to localize.</p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "Optimized by Imgix",
"headingHtml": "<h3 class=\"heading-style-40\">Optimized by Imgix</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Is your site keeping up?",
"headingHtml": "<h2 class=\"conversion-copy is-large\">Is your site keeping up?</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "See what’s weighing you down:",
"headingHtml": "<h2 class=\"conversion-copy is-small is-gray\">See what’s weighing you down:</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Join the Imgix Community",
"headingHtml": "<h3 class=\"heading-style-40\">Join the Imgix Community</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
}
],
"score": 65,
"weight": 8
}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: 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": "Try Imgix for Free",
"html": "<h2 class=\"pricing_modal_cta_title\">Try Imgix for Free</h2>"
},
{
"text": "Try Imgix for Free",
"html": "<h2 class=\"pricing_modal_cta_title\">Try Imgix for Free</h2>"
},
{
"text": "The Power Behind Every Visual",
"html": "<h2 class=\"multi-cta_item_title text-color-light-grey\">The Power Behind Every Visual</h2>"
},
{
"text": "Faster Pages",
"html": "<h2 class=\"heading-style-40 mobile-text-align-center\">Faster Pages</h2>"
},
{
"text": "A look at the capabilities customers reach for most.",
"html": "<h2 class=\"mlf-title\">A look at the capabilities customers reach for most.</h2>"
},
{
"text": "Is your site keeping up?",
"html": "<h2 class=\"conversion-copy is-large\">Is your site keeping up?</h2>"
},
{
"text": "See what’s weighing you down:",
"html": "<h2 class=\"conversion-copy is-small is-gray\">See what’s weighing you down:</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Combining Images, Data and Intelligence to Tr...?",
"pattern": {}
},
{
"id": "how",
"label": "How does Combining Images, Data and Intelligence to Tr... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Combining Images, Data and Intelligence to Tr...?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Combining Images, Data and Intelligence to Tr... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Combining Images, Data and Intelligence to Tr... compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "how",
"label": "How does Combining Images, Data and Intelligence to Tr... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Combining Images, Data and Intelligence to Tr...?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Combining Images, Data and Intelligence to Tr... 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",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 73041
},
{
"path": "/api/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 73041
},
{
"path": "/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 73041
}
]
},
"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: 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": "Try Imgix for Free",
"html": "<h2 class=\"pricing_modal_cta_title\">Try Imgix for Free</h2>"
},
{
"text": "Try Imgix for Free",
"html": "<h2 class=\"pricing_modal_cta_title\">Try Imgix for Free</h2>"
},
{
"text": "The Power Behind Every Visual",
"html": "<h2 class=\"multi-cta_item_title text-color-light-grey\">The Power Behind Every Visual</h2>"
},
{
"text": "Faster Pages",
"html": "<h2 class=\"heading-style-40 mobile-text-align-center\">Faster Pages</h2>"
},
{
"text": "A look at the capabilities customers reach for most.",
"html": "<h2 class=\"mlf-title\">A look at the capabilities customers reach for most.</h2>"
},
{
"text": "Is your site keeping up?",
"html": "<h2 class=\"conversion-copy is-large\">Is your site keeping up?</h2>"
},
{
"text": "See what’s weighing you down:",
"html": "<h2 class=\"conversion-copy is-small is-gray\">See what’s weighing you down:</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Combining Images, Data and Intelligence to Tr...?",
"pattern": {}
},
{
"id": "how",
"label": "How does Combining Images, Data and Intelligence to Tr... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Combining Images, Data and Intelligence to Tr...?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Combining Images, Data and Intelligence to Tr... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Combining Images, Data and Intelligence to Tr... compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "how",
"label": "How does Combining Images, Data and Intelligence to Tr... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Combining Images, Data and Intelligence to Tr...?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Combining Images, Data and Intelligence to Tr... 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 response did not match the expected agent registration shape. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.
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 response did not match the expected agent registration shape. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.
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,
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 73041,
"validation": {
"valid": false,
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
"compatibleContentType": false,
"contentLength": 71369,
"hasRegisterInstructions": true,
"hasProtectedResourceLink": false,
"hasAuthorizationServerLink": false,
"mentionsIdentity": false,
"mentionsCredential": false,
"links": [
"https://cdn.prod.website-files.com\"",
"/title",
"https://www.imgix.com/404\"/><link",
"https://www.imgix.com/404\"/><link",
"https://www.imgix.com/jp/404\"/><meta",
"https://cdn.prod.website-files.com/6705f4b15aee7ca914fff083/css/imgix-bx.shared.d04315f67.min.css\"",
"/css",
"/vv4Jubo/",
"https://fonts.googleapis.com\"",
"https://fonts.gstatic.com\""
],
"rawExcerpt": "<!DOCTYPE html><!-- Last Published: Mon Jun 08 2026 21:30:27 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"www.imgix.com\" data-wf-page=\"6705f4b15aee7ca914fff0d1\" data-wf-site=\"6705f4b15aee7ca914fff083\" data-wf-intellimize-customer-id=\"117671322\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Not Found</title><link rel=\"alternate\" hrefLang=\"x-default\" href=\"https://www.imgix.com/404\"/><link rel=\"alternate\" hrefLang=\"en\" href=\"https://www.imgix.com/404\"/><link rel=\"alternate\" hrefLang=\"ja\" href=\"https://www.imgix.com/jp/404\"/><meta content=\"Not Found\" property=\"og:title\"/><meta content=\"Not Found\" name=\"twitter:title\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/>"
}
},
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
"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,
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88,
"text": "<!DOCTYPE html>\n<html>\n <body>\n <p>Invalid .well-known request</p>\n </body>\n</html>"
},
"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,
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88,
"text": "<!DOCTYPE html>\n<html>\n <body>\n <p>Invalid .well-known request</p>\n </body>\n</html>"
}
},
"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": 6,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "log in"
}
]
},
"resourceFetchSucceeded": false
}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",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88
},
{
"path": "/.well-known/oauth-authorization-server",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88
}
]
},
"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": 6,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "log in"
}
]
},
"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 did not return HTTP 2xx.
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 did not return HTTP 2xx.
Validate protected resource metadata
Response is not valid JSON.
Validate protected resource identity
Protected resource metadata `resource` did not match the resource identifier used to retrieve it.
Probe protected API Bearer challenge
No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"statusCode": 404,
"contentType": "text/html; charset=utf-8"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource JSON."
},
{
"id": "metadata",
"title": "Validate protected resource metadata",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html>\n<html>\n <body>\n <p>Invalid .well-known request</p>\n </body>\n</html>"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish resource and authorization_servers as absolute URLs."
},
{
"id": "resource-identity",
"title": "Validate protected resource identity",
"status": "fail",
"evidence": {
"expectedResource": "https://www.imgix.com"
},
"issue": "Protected resource metadata `resource` did not match the resource identifier used to retrieve it.",
"howToFix": "Set `resource` to the origin/resource identifier represented by /.well-known/oauth-protected-resource."
},
{
"id": "protected-route-challenge",
"title": "Probe protected API Bearer challenge",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/admin/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.imgix.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.imgix.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.imgix.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
}
]
},
"issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
"howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 6,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "log in"
}
]
},
"resourceFetchSucceeded": false
}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 AccessibilityPerformanceBrowser audit
Links rely on color to be distinguishable.
17 Fail
Performance and AccessibilityPerformanceBrowser audit
Links rely on color to be distinguishable.
Check name
Links rely on color to be distinguishable.
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Low-contrast text is difficult or impossible for many users to read. Link text that is discernible improves the experience for users with low vision. [Learn how to make links distinguishable](https://dequeuniversity.com/rules/axe/4.11/link-in-text-block).
References
https://web.dev/learn/performance/Evidence
{
"description": "Low-contrast text is difficult or impossible for many users to read. Link text that is discernible improves the experience for users with low vision. [Learn how to make links distinguishable](https://dequeuniversity.com/rules/axe/4.11/link-in-text-block)."
}Performance and AccessibilityPerformanceBrowser audit
Reduce JavaScript execution time
17 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
2.5Â 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": "2.5Â 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": 2524.8319999999994
}Performance and AccessibilityPerformanceBrowser audit
Use efficient cache lifetimes
17 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 5,457Â 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 5,457Â 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
Avoid enormous network payloads
8 Warning
Performance and AccessibilityPerformanceBrowser audit
Avoid enormous network payloads
Check name
Avoid enormous network payloads
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Total size was 41,442Â KiB
Fix guidance
Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Total size was 41,442Â KiB",
"description": "Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).",
"numericValue": 42436334
}Performance and AccessibilityPerformanceBrowser audit
Duplicated JavaScript
8 Warning
Performance and AccessibilityPerformanceBrowser audit
Duplicated JavaScript
Check name
Duplicated JavaScript
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 7Â KiB
Fix guidance
Remove large, [duplicate JavaScript modules](https://developer.chrome.com/docs/performance/insights/duplicated-javascript) from bundles to reduce unnecessary bytes consumed by network activity.
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 7Â KiB",
"description": "Remove large, [duplicate JavaScript modules](https://developer.chrome.com/docs/performance/insights/duplicated-javascript) from bundles to reduce unnecessary bytes consumed by network activity."
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
6 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
Check name
Loading performance
Score
62/100
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": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 60,
"displayValue": "220Â ms",
"numericValue": 218.0000000000009
},
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 54,
"displayValue": "2.3Â s",
"numericValue": 2262.509911699033
},
{
"id": "interactive",
"title": "Time to Interactive",
"score": 26,
"displayValue": "6.1Â s",
"numericValue": 6075.544325207295
},
{
"id": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 63,
"displayValue": "1.4Â s",
"numericValue": 1389.004547130947
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "20Â ms",
"numericValue": 24.29946
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 30Â ms",
"numericValue": 26
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 16,
"displayValue": "670Â ms",
"numericValue": 665.9999999999995
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 77,
"displayValue": "1.6Â s",
"numericValue": 1640.0315480507
}
]
}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 |
|---|---|---|---|
| 50/100 | Level 3, Bot-Aware | Current report |