Export Report
OVERALL SCORE
Level 3, Bot-Aware
- AI Discoverability 61 out of 100
- Agent Ease of Use 31 out of 100
- Security & Trust 100 out of 100
- GEO, AIO and AEO 75 out of 100
- SEO 92 out of 100
- Performance and Accessibility 47 out of 100
What AI sees of your website
Vercel: Build and deploy the best web experiences with the AI Cloud
Vercel gives developers the frameworks, workflows, and infrastructure to build a faster, more personalized web.
Next step
Turn this report into a fix workflow
18 failed checks are ready to move into MCP or CLI remediation. Generate a repair prompt, connect the scanner to your coding agent, or open the integration docs before your next rescan.
| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 61 | Needs work | 13 | 11 | 0 | View details |
| Discoverability | 83 | Mostly ready | 6 | 3 | 0 | View details |
| Content Readiness | 60 | Needs work | 6 | 5 | 0 | View details |
| Bot Access Control | 33 | Priority fix | 1 | 3 | 0 | View details |
| Agent Ease of Use | 31 | Priority fix | 15 | 26 | 2 | View details |
| API | 17 | Priority fix | 1 | 8 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 5 | 4 | 0 | View details |
| MCP | 38 | Priority fix | 2 | 6 | 2 | View details |
| Skill Discovery | 38 | Priority fix | 3 | 8 | 0 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 75 | Mostly ready | 5 | 0 | 14 | |
| GEO Readiness | 84 | Mostly ready | 1 | 0 | 4 | |
| AIO Readiness | 77 | Mostly ready | 3 | 0 | 4 | |
| AEO Readiness | 65 | Needs work | 1 | 0 | 6 | |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| Security & Trust | 100 | Strong | 9 | 0 | 0 | |
| Security & Trust | 100 | Strong | 5 | 0 | 0 | |
| AI Training Exposure | 100 | Strong | 4 | 0 | 0 | |
| Performance and Accessibility | 47 | Priority fix | 23 | 3 | 0 | View details |
| Performance | 28 | Priority fix | 11 | 2 | 0 | View details |
| Accessibility | 83 | Mostly ready | 12 | 1 | 0 | View details |
Prioritized recommendations
Issues ranked by score impact
37 items need attention
AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
100 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."
}
]
}AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
50 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 DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
50 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 "rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch".
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": "rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch"
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch\".",
"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": 54671,
"excerpt": "<!DOCTYPE html><html data-dpl-id=\"dpl_HKWiUuVyoUwvoRAxVc2EargNVBaR\" class=\"geistmonofont_e98d06e1-module__PZ7lQa__className geist_1620151b-module__2VSEvG__className geistmonofont_e98d06e1-module__PZ7lQa__variable geist_1620151b-module__2VSE",
"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.
50 Fail
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
Needs attention
Semantic HTML
Issue
Semantic HTML is incomplete: invalid h1 (found 2); 1 links missing accessible names.
Details
Why it matters
Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.
Check name
Semantic HTML
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose readable page structure through semantic HTML and accessible controls.
Result
Semantic HTML is missing or incomplete.
Evidence
{
"main": true,
"nav": true,
"footer": true,
"meaningfulH1": false,
"headingOrder": true,
"accessibleLinks": false,
"accessibleButtons": true,
"imageAltCoverage": true,
"formAutocompleteCoverage": true,
"details": {
"inaccessibleLinks": [
"<a aria-controls=\"menu-_R_ab5tj9abqpfivb_\" aria-expanded=\"false\" data-testid=\"header/navbar/logo\" id=\"menu-button-_R_ab5tj9abqpfivbH1_\" style=\"popper:[object Object]\" data-cdp-track=\"{"event":"header_logo_clicked","options":{"send_to":{"product_analytics":true}}}\" data-zone=\"same\" class=\"link-module__Q1NRQq__link no-underline vercel-logo inline-flex items-center [&_img]:max-w-none\" href=\"/home\"><svg viewBox=\"0 0 261 52\" height=\"18\" width=\"90\""
],
"inaccessibleButtons": [],
"missingAutocompleteInputs": [],
"imagesMissingAlt": [],
"skippedHeadingLevels": []
},
"counts": {
"h1": 2,
"headings": 24,
"links": 117,
"inaccessibleLinks": 1,
"buttons": 6,
"inaccessibleButtons": 0,
"images": 3,
"imagesWithAlt": 3,
"autocompleteInputs": 0,
"inputsWithAutocomplete": 0,
"missingAutocompleteInputs": 0
}
}AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
50 Fail
AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
Needs attention
Web Bot Auth request signing
Issue
Web Bot Auth request signing was not found at the expected path.
Why it matters
Web Bot Auth discovery lets servers and clients find signing keys for bot identity workflows based on HTTP Message Signatures.
Check name
Web Bot Auth request signing
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Advertise HTTP Message Signatures keys when this site operates signed bot clients or supports Web Bot Auth workflows.
Result
Web Bot Auth request signing failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Web Bot Auth request signing was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/http-message-signatures-directory",
"statusCode": 404,
"contentType": "text/plain;charset=UTF-8",
"length": 9
}
]
},
"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."
}
]
}Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
33 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/plain;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": "Not Found"
},
"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."
}
]
}Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
33 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": 200,
"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><html data-dpl-id=\"dpl_G61Gj1bEoqhEUhb3w2t9wubjKqeY\" class=\"geistmonofont_e98d06e1-module__PZ7lQa__className geist_1620151b-module__2VSEvG__className geistmonofont_e98d06e1-module__PZ7lQa__variable geist_1620151b-module__2VSEvG__variable dash\" lang=\"en-US\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, maximum-scale=1\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/3nelwterzvuzn.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/3n2k4c2aarto9.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/37x3b3_5k8vt1.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/13w6kpgsy7ki5.css\" data-precedence=\"next\"/><"
},
{
"path": "/openapi.yaml",
"statusCode": 200,
"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><html data-dpl-id=\"dpl_G61Gj1bEoqhEUhb3w2t9wubjKqeY\" class=\"geistmonofont_e98d06e1-module__PZ7lQa__className geist_1620151b-module__2VSEvG__className geistmonofont_e98d06e1-module__PZ7lQa__variable geist_1620151b-module__2VSEvG__variable dash\" lang=\"en-US\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, maximum-scale=1\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/3nelwterzvuzn.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/3n2k4c2aarto9.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/37x3b3_5k8vt1.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/13w6kpgsy7ki5.css\" data-precedence=\"next\"/><"
},
{
"path": "/swagger.json",
"statusCode": 200,
"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><html data-dpl-id=\"dpl_G61Gj1bEoqhEUhb3w2t9wubjKqeY\" class=\"geistmonofont_e98d06e1-module__PZ7lQa__className geist_1620151b-module__2VSEvG__className geistmonofont_e98d06e1-module__PZ7lQa__variable geist_1620151b-module__2VSEvG__variable dash\" lang=\"en-US\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, maximum-scale=1\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/3nelwterzvuzn.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/3n2k4c2aarto9.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/37x3b3_5k8vt1.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/13w6kpgsy7ki5.css\" data-precedence=\"next\"/><"
},
{
"path": "/swagger.yaml",
"statusCode": 200,
"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><html data-dpl-id=\"dpl_G61Gj1bEoqhEUhb3w2t9wubjKqeY\" class=\"geistmonofont_e98d06e1-module__PZ7lQa__className geist_1620151b-module__2VSEvG__className geistmonofont_e98d06e1-module__PZ7lQa__variable geist_1620151b-module__2VSEvG__variable dash\" lang=\"en-US\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, maximum-scale=1\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/3nelwterzvuzn.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/3n2k4c2aarto9.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/37x3b3_5k8vt1.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/13w6kpgsy7ki5.css\" data-precedence=\"next\"/><"
},
{
"path": "/api/openapi.json",
"statusCode": 404,
"contentType": "application/json; charset=utf-8",
"valid": false,
"issue": "OpenAPI JSON document did not match the expected shape. unsupported version: ; missing info.title; missing info.version; no paths defined; no operations defined.",
"compatibleContentType": true,
"format": "json",
"version": "",
"pathCount": 0,
"operationCount": 0,
"operationWarnings": [
{
"field": "servers",
"issue": "No servers array declared."
},
{
"field": "components.securitySchemes",
"issue": "No security schemes or explicit no-auth declaration."
}
],
"hasServers": false,
"hasSecuritySchemes": false,
"hasExplicitNoAuth": false,
"rawExcerpt": "{\"error\":{\"code\":\"not_found\",\"message\":\"The requested API endpoint was not found.\"}}"
},
{
"path": "/api/swagger.json",
"statusCode": 404,
"contentType": "application/json; charset=utf-8",
"valid": false,
"issue": "OpenAPI JSON document did not match the expected shape. unsupported version: ; missing info.title; missing info.version; no paths defined; no operations defined.",
"compatibleContentType": true,
"format": "json",
"version": "",
"pathCount": 0,
"operationCount": 0,
"operationWarnings": [
{
"field": "servers",
"issue": "No servers array declared."
},
{
"field": "components.securitySchemes",
"issue": "No security schemes or explicit no-auth declaration."
}
],
"hasServers": false,
"hasSecuritySchemes": false,
"hasExplicitNoAuth": false,
"rawExcerpt": "{\"error\":{\"code\":\"not_found\",\"message\":\"The requested API endpoint was not found.\"}}"
},
{
"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><html data-dpl-id=\"dpl_83XWekfFvXY4JPnoX4k5HxBZdQgu\" class=\"geistmonofont_e98d06e1-module__PZ7lQa__className geist_1620151b-module__2VSEvG__className geistmonofont_e98d06e1-module__PZ7lQa__variable geist_1620151b-module__2VSEvG__variable uncontained tailwind tailwind-preflight\" lang=\"en\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"stylesheet\" href=\"/vc-ap-vercel-docs/_next/static/immutable/chunks/1ckgbkmf_ohml.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/vc-ap-vercel-docs/_next/static/immutable/chunks/1xusfiom7cked.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/vc-ap-vercel-docs/_next/static/immutable/chunks/2fxb96jybk716.css\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fet"
}
]
},
"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."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
25 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/plain;charset=UTF-8",
"length": 9
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 404,
"contentType": "text/plain;charset=UTF-8",
"length": 9
}
]
},
"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 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/plain;charset=UTF-8",
"length": 9
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 404,
"contentType": "text/plain;charset=UTF-8",
"length": 9
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/plain;charset=UTF-8",
"length": 9
}
]
},
"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 UseAPIEmerging recommendation
AI context endpoint
AI context endpoint failed at "Validate resource body".
17 Fail
Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint failed at "Validate resource body".
Needs attention
AI context endpoint
Issue
Content-Type "text/html; charset=utf-8" is not JSON, Markdown, or text/plain.
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
50/100
Status
fail
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 failed at "Validate resource body".
Validation steps
Validate resource body
Content-Type "text/html; charset=utf-8" is not JSON, Markdown, or text/plain.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/context",
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Content-Type \"text/html; charset=utf-8\" is not JSON, Markdown, or text/plain.",
"rawExcerpt": "<!DOCTYPE html><html data-dpl-id=\"dpl_G61Gj1bEoqhEUhb3w2t9wubjKqeY\" class=\"geistmonofont_e98d06e1-module__PZ7lQa__className geist_1620151b-module__2VSEvG__className geistmonofont_e98d06e1-module__PZ7lQa__variable geist_1620151b-module__2VSEvG__variable dash\" lang=\"en-US\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, maximum-scale=1\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/3nelwterzvuzn.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/3n2k4c2aarto9.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/37x3b3_5k8vt1.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/13w6kpgsy7ki5.css\" data-precedence=\"next\"/><"
},
"issue": "Content-Type \"text/html; charset=utf-8\" is not JSON, Markdown, or text/plain.",
"howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Validate resource body".
13 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Validate resource body".
Needs attention
A2A Agent Card
Issue
Response is not valid JSON.
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
50/100
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 "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/agent-card.json",
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html data-dpl-id=\"dpl_G61Gj1bEoqhEUhb3w2t9wubjKqeY\" class=\"geistmonofont_e98d06e1-module__PZ7lQa__className geist_1620151b-module__2VSEvG__className geistmonofont_e98d06e1-module__PZ7lQa__variable geist_1620151b-module__2VSEvG__variable dash\" lang=\"en-US\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, maximum-scale=1\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/3nelwterzvuzn.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/3n2k4c2aarto9.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/37x3b3_5k8vt1.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/13w6kpgsy7ki5.css\" data-precedence=\"next\"/><"
},
"issue": "Response is not valid JSON.",
"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.json
agent.json failed at "Validate resource body".
13 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Validate resource body".
Needs attention
agent.json
Issue
Response is not valid JSON.
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
50/100
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 "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/agent.json",
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html data-dpl-id=\"dpl_G61Gj1bEoqhEUhb3w2t9wubjKqeY\" class=\"geistmonofont_e98d06e1-module__PZ7lQa__className geist_1620151b-module__2VSEvG__className geistmonofont_e98d06e1-module__PZ7lQa__variable geist_1620151b-module__2VSEvG__variable dash\" lang=\"en-US\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, maximum-scale=1\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/3nelwterzvuzn.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/3n2k4c2aarto9.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/37x3b3_5k8vt1.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/13w6kpgsy7ki5.css\" data-precedence=\"next\"/><"
},
"issue": "Response is not valid JSON.",
"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 "Validate resource body".
13 Fail
Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Validate resource body".
Needs attention
agents.json
Issue
Response is not valid JSON.
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
50/100
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 "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/agents.json",
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html data-dpl-id=\"dpl_G61Gj1bEoqhEUhb3w2t9wubjKqeY\" class=\"geistmonofont_e98d06e1-module__PZ7lQa__className geist_1620151b-module__2VSEvG__className geistmonofont_e98d06e1-module__PZ7lQa__variable geist_1620151b-module__2VSEvG__variable dash\" lang=\"en-US\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, maximum-scale=1\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/3nelwterzvuzn.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/3n2k4c2aarto9.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/37x3b3_5k8vt1.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/13w6kpgsy7ki5.css\" data-precedence=\"next\"/><"
},
"issue": "Response is not valid JSON.",
"howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
}
]
}Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Validate resource body".
13 Fail
Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Validate resource body".
Needs attention
mcp.json
Issue
Response is not valid JSON.
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
50/100
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 "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/mcp.json",
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html data-dpl-id=\"dpl_G61Gj1bEoqhEUhb3w2t9wubjKqeY\" class=\"geistmonofont_e98d06e1-module__PZ7lQa__className geist_1620151b-module__2VSEvG__className geistmonofont_e98d06e1-module__PZ7lQa__variable geist_1620151b-module__2VSEvG__variable dash\" lang=\"en-US\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, maximum-scale=1\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/3nelwterzvuzn.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/3n2k4c2aarto9.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/37x3b3_5k8vt1.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/13w6kpgsy7ki5.css\" data-precedence=\"next\"/><"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
}
]
}Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Validate resource body".
13 Fail
Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Validate resource body".
Needs attention
WebMCP manifest
Issue
Response is not valid JSON.
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
50/100
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 "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/webmcp.json",
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html data-dpl-id=\"dpl_G61Gj1bEoqhEUhb3w2t9wubjKqeY\" class=\"geistmonofont_e98d06e1-module__PZ7lQa__className geist_1620151b-module__2VSEvG__className geistmonofont_e98d06e1-module__PZ7lQa__variable geist_1620151b-module__2VSEvG__variable dash\" lang=\"en-US\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, maximum-scale=1\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/3nelwterzvuzn.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/3n2k4c2aarto9.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/37x3b3_5k8vt1.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/immutable/chunks/13w6kpgsy7ki5.css\" data-precedence=\"next\"/><"
},
"issue": "Response is not valid JSON.",
"howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
}
]
}Agent Ease of UseMCPInformational
WebMCP
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
13 Warning
Agent Ease of UseMCPInformational
WebMCP
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
Needs attention
WebMCP
Issue
WebMCP declarative annotations need fixes.
Details
Why it matters
WebMCP can expose page context and actions directly through the browser, giving agents safer structured hooks than screen scraping alone.
Check name
WebMCP
Score
50/100
Status
warning
Category
MCP
Maturity
Informational
Goal
Support WebMCP to expose site tools to AI agents via the browser.
Result
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
Validation steps
Detect data-mcp-tool annotations
No data-mcp-tool attributes were found on interactive elements.
Detect WebMCP declarative tags
No elements found with tool-name or tool-description attributes.
Validate WebMCP declarative annotation quality
WebMCP declarative annotations need fixes.
WebMCP declarative annotation issues
<input> is missing a name attribute.<input> is missing tool-param-description.<input> is missing a name attribute.<input> is missing tool-param-description.<input> is missing a name attribute.<input> is missing tool-param-description.
Detect WebMCP imperative API usage
navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.
Detect WebMCP browser navigator injection
navigator.modelContext was not detected in the rendered browser page.
Interactive surface coverage
Only 0% of interactive surfaces are annotated.
Evidence
{
"failedStep": "declarative-annotation-quality",
"steps": [
{
"id": "data-mcp-tool-attributes",
"title": "Detect data-mcp-tool annotations",
"status": "informational",
"evidence": {
"dataMcpToolCount": 0,
"dataMcpTools": []
},
"issue": "No data-mcp-tool attributes were found on interactive elements.",
"howToFix": "Add data-mcp-tool attributes to high-value forms, buttons, and links so generic MCP-aware tooling can identify intended actions."
},
{
"id": "declarative-tags",
"title": "Detect WebMCP declarative tags",
"status": "informational",
"evidence": {
"totalForms": 0,
"formsWithTags": 0,
"totalInteractive": 126,
"interactiveWithTags": 0,
"totalCount": 126,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description."
]
},
"issue": "No elements found with tool-name or tool-description attributes.",
"howToFix": "Add tool-name and tool-description attributes to forms and interactive elements."
},
{
"id": "declarative-annotation-quality",
"title": "Validate WebMCP declarative annotation quality",
"status": "warning",
"evidence": {
"issueCount": 6,
"issues": [
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description."
]
},
"issue": "WebMCP declarative annotations need fixes.",
"issueDetails": [
{
"title": "WebMCP declarative annotation issues",
"items": [
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
}
]
}
],
"howToFix": "Use snake_case tool-name values, descriptive tool-description values, named and labeled fields, and tool-param-description on inputs."
},
{
"id": "imperative-api",
"title": "Detect WebMCP imperative API usage",
"status": "informational",
"evidence": {
"staticSignals": {
"detected": false,
"matched": []
},
"browser": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
},
"issue": "navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.",
"howToFix": "Use navigator.modelContext.provideContext() to register tools programmatically."
},
{
"id": "browser-navigator-injection",
"title": "Detect WebMCP browser navigator injection",
"status": "informational",
"evidence": {
"browser": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
},
"issue": "navigator.modelContext was not detected in the rendered browser page.",
"howToFix": "Expose WebMCP through navigator.modelContext in the browser runtime when the page is intended to provide in-page tools."
},
{
"id": "surface-coverage",
"title": "Interactive surface coverage",
"status": "informational",
"evidence": {
"totalForms": 0,
"formsWithTags": 0,
"totalInteractive": 126,
"interactiveWithTags": 0,
"totalCount": 126,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description."
]
},
"issue": "Only 0% of interactive surfaces are annotated.",
"howToFix": "Add WebMCP annotations to all forms and interactive elements to increase agent coverage."
}
],
"staticSignals": {
"detected": false,
"matched": []
},
"coverage": {
"totalForms": 0,
"formsWithTags": 0,
"totalInteractive": 126,
"interactiveWithTags": 0,
"totalCount": 126,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description."
]
},
"browserWebMcp": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 50/100 and needs improvement.
6 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 50/100 and needs improvement.
Needs attention
AIO: Visible structured data match
Issue
3 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
50/100
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: Visible structured data match scored 50/100 and needs improvement.
Evidence
{
"schemaCount": 2,
"checkedFields": [
{
"path": "$[0].name",
"value": "Vercel"
},
{
"path": "$[0].description",
"value": "Vercel provides the developer tools and cloud infrastructure to build, scale, and secure a faster, more personalized web."
},
{
"path": "$[0].provider.name",
"value": "Vercel Inc."
},
{
"path": "$[1].name",
"value": "Vercel Inc."
},
{
"path": "$[1].founder.name",
"value": "Guillermo Rauch"
},
{
"path": "$[1].description",
"value": "Vercel provides the developer tools and cloud infrastructure to build, scale, and secure a faster, more personalized web."
}
],
"mismatches": [
{
"path": "$[0].provider.name",
"value": "Vercel Inc."
},
{
"path": "$[1].name",
"value": "Vercel Inc."
},
{
"path": "$[1].founder.name",
"value": "Guillermo Rauch"
}
],
"score": 50,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 60/100 and needs improvement.
5 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 60/100 and needs improvement.
Needs attention
AIO: Source and trust signals
Issue
Missing AIO trust signals: author, 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
60/100
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: Source and trust signals scored 60/100 and needs improvement.
Evidence
{
"signals": {
"author": false,
"publisher": true,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [
"Vercel Inc."
],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "/about",
"text": "About",
"html": "<a data-cdp-track=\"{"event":"footer_link_clicked"}\" data-zone=\"same\" class=\"link-module__Q1NRQq__link no-underline link-module__Q1NRQq__secondary flex items-center gap-1.5 w-fit p-0.5 -ml-0.5\" href=\"/about\">About</a>"
},
{
"href": "https://linkedin.com/company/vercel",
"text": "LinkedIn",
"html": "<a href=\"https://linkedin.com/company/vercel\" rel=\"noopener\" target=\"_blank\" data-cdp-track=\"{"event":"footer_link_clicked"}\" data-zone=\"null\" class=\"link-module__Q1NRQq__link no-underline link-module__Q1NRQq__secondary inline-flex items-center gap-2\"><svg viewBox=\"0 0 16 16\" height=\"16\" width=\"16\" data-slot=\"geist-icon\" style=\"color:currentColor\"><g><path fill=\"currentColor\" fill-rule=\"evenodd\" d=\"M12.5 2c.83 0 1.5.67 1.5 1.5v9c0 .83-.67 1.5-1.5 1.5h-9A1.5 1.5 0 0 1 2 12...."
}
],
"contactLinks": [
{
"href": "/products/previews",
"text": "CI/CDHelping teams ship 6× faster",
"html": "<a data-hover-icon=\"false\" data-feature=\"CI/CD\" data-radix-collection-item data-zone=\"same\" class=\"link-module__Q1NRQq__link no-underline navigation-menu-module__AENi4G__menuSubLink\" href=\"/products/previews\"><div class=\"navigation-menu-module__AENi4G__icons\"><div class=\"flex flex-col items-center justify-center flex-initial navigation-menu-module__AENi4G__icon\"><svg data-testid=\"geist-icon\" height=\"16\" stroke-linejoin=\"round\" style=\"color:currentColor\" viewBox=\"0 0 16 16\" width=\"16\"><path fi..."
},
{
"href": "/kb",
"text": "Knowledge BaseFind help quickly",
"html": "<a href=\"/kb\" data-hover-icon=\"false\" data-feature=\"Knowledge Base\" data-radix-collection-item data-zone=\"667155\" class=\"link-module__Q1NRQq__link no-underline navigation-menu-module__AENi4G__menuSubLink\"><div class=\"navigation-menu-module__AENi4G__icons\"><div class=\"flex flex-col items-center justify-center flex-initial navigation-menu-module__AENi4G__icon\"><svg data-testid=\"geist-icon\" height=\"16\" stroke-linejoin=\"round\" style=\"color:currentColor\" viewBox=\"0 0 16 16\" width=\"16\"><path fill-r..."
},
{
"href": "/partners/solution-partners",
"text": "Partner FinderGet help from solution partners",
"html": "<a data-hover-icon=\"false\" data-feature=\"Partner Finder\" data-radix-collection-item data-zone=\"same\" class=\"link-module__Q1NRQq__link no-underline navigation-menu-module__AENi4G__menuSubLink\" href=\"/partners/solution-partners\"><div class=\"navigation-menu-module__AENi4G__icons\"><div class=\"flex flex-col items-center justify-center flex-initial navigation-menu-module__AENi4G__icon\"><svg data-testid=\"geist-icon\" height=\"16\" stroke-linejoin=\"round\" style=\"color:currentColor\" viewBox=\"0 0 16 16\" w..."
},
{
"href": "/contact/sales",
"text": "Get a Demo",
"html": "<a role=\"link\" type=\"submit\" tabindex=\"0\" data-react-aria-pressable=\"true\" data-secondary-button=\"true\" data-zone=\"same\" class=\"button-module__QyrFCa__base reset-module__ylizOa__reset button-module__QyrFCa__button reset-module__ylizOa__reset hero-module__pXb8lW__secondaryButton button-module__QyrFCa__secondary button-module__QyrFCa__rounded button-module__QyrFCa__shadow button-module__QyrFCa__large button-module__QyrFCa__invert\" data-geist-button data-prefix=\"false\" data-suffix=\"false\" data-v..."
},
{
"href": "/contact/sales",
"text": "Get a Demo",
"html": "<a role=\"link\" type=\"submit\" tabindex=\"0\" data-react-aria-pressable=\"true\" data-secondary-button=\"true\" data-zone=\"same\" class=\"button-module__QyrFCa__base reset-module__ylizOa__reset button-module__QyrFCa__button reset-module__ylizOa__reset hero-module__pXb8lW__secondaryButton button-module__QyrFCa__secondary button-module__QyrFCa__rounded button-module__QyrFCa__shadow button-module__QyrFCa__large button-module__QyrFCa__invert\" data-geist-button data-prefix=\"false\" data-suffix=\"false\" data-v..."
},
{
"href": "/contact/sales",
"text": "Talk to an Expert",
"html": "<a role=\"link\" type=\"submit\" tabindex=\"0\" data-react-aria-pressable=\"true\" data-track=\"true\" data-track-intent=\"Contact Sales\" data-zone=\"same\" class=\"button-module__QyrFCa__base reset-module__ylizOa__reset button-module__QyrFCa__button reset-module__ylizOa__reset button-module__QyrFCa__secondary button-module__QyrFCa__rounded button-module__QyrFCa__shadow button-module__QyrFCa__invert\" data-geist-button data-prefix=\"false\" data-suffix=\"false\" data-version=\"v1\" style=\"--geist-icon-size:16px\"..."
},
{
"href": "/docs/frameworks",
"text": "Supported frameworks",
"html": "<a href=\"/docs/frameworks\" data-cdp-track=\"{"event":"footer_link_clicked"}\" data-zone=\"667155\" class=\"link-module__Q1NRQq__link no-underline link-module__Q1NRQq__secondary flex items-center gap-1.5 w-fit p-0.5 -ml-0.5\">Supported frameworks</a>"
},
{
"href": "/help",
"text": "Help",
"html": "<a href=\"/help\" data-cdp-track=\"{"event":"footer_link_clicked"}\" data-zone=\"9a3c91\" class=\"link-module__Q1NRQq__link no-underline link-module__Q1NRQq__secondary flex items-center gap-1.5 w-fit p-0.5 -ml-0.5\">Help</a>"
}
],
"privacyLinks": [
{
"href": "/legal/privacy-policy",
"text": "Privacy Policy",
"html": "<a data-cdp-track=\"{"event":"footer_link_clicked"}\" data-zone=\"same\" class=\"link-module__Q1NRQq__link no-underline link-module__Q1NRQq__secondary flex items-center gap-1.5 w-fit p-0.5 -ml-0.5\" href=\"/legal/privacy-policy\">Privacy Policy</a>"
}
],
"score": 60,
"weight": 20
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
Needs attention
AEO: Answer-first sections
Issue
13 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": 13,
"passing": 0,
"failing": [
{
"heading": "Scale your",
"headingHtml": "<h2>Scale your</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "without compromising",
"headingHtml": "<h2>without compromising</h2>",
"firstParagraph": "Ready to deploy? Start building with a free account. Speak to an expert for your Pro or Enterprise needs.",
"paragraphHtml": "<p><b>Ready to deploy? </b>Start building with a free account. Speak to an expert for your <i>Pro</i> or <u>Enterprise</u> needs.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Get Started",
"headingHtml": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Get Started</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Build",
"headingHtml": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Build</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Scale",
"headingHtml": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Scale</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Secure",
"headingHtml": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Secure</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Resources",
"headingHtml": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Resources</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Learn",
"headingHtml": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Learn</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Frameworks",
"headingHtml": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Frameworks</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "SDKs",
"headingHtml": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">SDKs</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Use Cases",
"headingHtml": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Use Cases</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Company",
"headingHtml": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Company</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Community",
"headingHtml": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Community</h2>",
"firstParagraph": "Loading status…",
"paragraphHtml": "<p class=\"status-text text-copy-14 geist-ellipsis text-[var(--geist-secondary)] font-mono font-medium uppercase text-[12px]\">Loading status…</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
Needs attention
AEO: Question-led structure
Issue
No question-led h2 sections or FAQ pattern was detected.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Question-led structure
Score
50/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Question-led structure scored 50/100 and needs improvement.
Evidence
{
"h2Count": 13,
"questionH2s": [],
"hasFaq": false,
"score": 50,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 60/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 60/100 and needs improvement.
Needs attention
AEO: Answer evidence and trust
Issue
Missing AIO trust signals: author, 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
60/100
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 evidence and trust scored 60/100 and needs improvement.
Evidence
{
"signals": {
"author": false,
"publisher": true,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [
"Vercel Inc."
],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "/about",
"text": "About",
"html": "<a data-cdp-track=\"{"event":"footer_link_clicked"}\" data-zone=\"same\" class=\"link-module__Q1NRQq__link no-underline link-module__Q1NRQq__secondary flex items-center gap-1.5 w-fit p-0.5 -ml-0.5\" href=\"/about\">About</a>"
},
{
"href": "https://linkedin.com/company/vercel",
"text": "LinkedIn",
"html": "<a href=\"https://linkedin.com/company/vercel\" rel=\"noopener\" target=\"_blank\" data-cdp-track=\"{"event":"footer_link_clicked"}\" data-zone=\"null\" class=\"link-module__Q1NRQq__link no-underline link-module__Q1NRQq__secondary inline-flex items-center gap-2\"><svg viewBox=\"0 0 16 16\" height=\"16\" width=\"16\" data-slot=\"geist-icon\" style=\"color:currentColor\"><g><path fill=\"currentColor\" fill-rule=\"evenodd\" d=\"M12.5 2c.83 0 1.5.67 1.5 1.5v9c0 .83-.67 1.5-1.5 1.5h-9A1.5 1.5 0 0 1 2 12...."
}
],
"contactLinks": [
{
"href": "/products/previews",
"text": "CI/CDHelping teams ship 6× faster",
"html": "<a data-hover-icon=\"false\" data-feature=\"CI/CD\" data-radix-collection-item data-zone=\"same\" class=\"link-module__Q1NRQq__link no-underline navigation-menu-module__AENi4G__menuSubLink\" href=\"/products/previews\"><div class=\"navigation-menu-module__AENi4G__icons\"><div class=\"flex flex-col items-center justify-center flex-initial navigation-menu-module__AENi4G__icon\"><svg data-testid=\"geist-icon\" height=\"16\" stroke-linejoin=\"round\" style=\"color:currentColor\" viewBox=\"0 0 16 16\" width=\"16\"><path fi..."
},
{
"href": "/kb",
"text": "Knowledge BaseFind help quickly",
"html": "<a href=\"/kb\" data-hover-icon=\"false\" data-feature=\"Knowledge Base\" data-radix-collection-item data-zone=\"667155\" class=\"link-module__Q1NRQq__link no-underline navigation-menu-module__AENi4G__menuSubLink\"><div class=\"navigation-menu-module__AENi4G__icons\"><div class=\"flex flex-col items-center justify-center flex-initial navigation-menu-module__AENi4G__icon\"><svg data-testid=\"geist-icon\" height=\"16\" stroke-linejoin=\"round\" style=\"color:currentColor\" viewBox=\"0 0 16 16\" width=\"16\"><path fill-r..."
},
{
"href": "/partners/solution-partners",
"text": "Partner FinderGet help from solution partners",
"html": "<a data-hover-icon=\"false\" data-feature=\"Partner Finder\" data-radix-collection-item data-zone=\"same\" class=\"link-module__Q1NRQq__link no-underline navigation-menu-module__AENi4G__menuSubLink\" href=\"/partners/solution-partners\"><div class=\"navigation-menu-module__AENi4G__icons\"><div class=\"flex flex-col items-center justify-center flex-initial navigation-menu-module__AENi4G__icon\"><svg data-testid=\"geist-icon\" height=\"16\" stroke-linejoin=\"round\" style=\"color:currentColor\" viewBox=\"0 0 16 16\" w..."
},
{
"href": "/contact/sales",
"text": "Get a Demo",
"html": "<a role=\"link\" type=\"submit\" tabindex=\"0\" data-react-aria-pressable=\"true\" data-secondary-button=\"true\" data-zone=\"same\" class=\"button-module__QyrFCa__base reset-module__ylizOa__reset button-module__QyrFCa__button reset-module__ylizOa__reset hero-module__pXb8lW__secondaryButton button-module__QyrFCa__secondary button-module__QyrFCa__rounded button-module__QyrFCa__shadow button-module__QyrFCa__large button-module__QyrFCa__invert\" data-geist-button data-prefix=\"false\" data-suffix=\"false\" data-v..."
},
{
"href": "/contact/sales",
"text": "Get a Demo",
"html": "<a role=\"link\" type=\"submit\" tabindex=\"0\" data-react-aria-pressable=\"true\" data-secondary-button=\"true\" data-zone=\"same\" class=\"button-module__QyrFCa__base reset-module__ylizOa__reset button-module__QyrFCa__button reset-module__ylizOa__reset hero-module__pXb8lW__secondaryButton button-module__QyrFCa__secondary button-module__QyrFCa__rounded button-module__QyrFCa__shadow button-module__QyrFCa__large button-module__QyrFCa__invert\" data-geist-button data-prefix=\"false\" data-suffix=\"false\" data-v..."
},
{
"href": "/contact/sales",
"text": "Talk to an Expert",
"html": "<a role=\"link\" type=\"submit\" tabindex=\"0\" data-react-aria-pressable=\"true\" data-track=\"true\" data-track-intent=\"Contact Sales\" data-zone=\"same\" class=\"button-module__QyrFCa__base reset-module__ylizOa__reset button-module__QyrFCa__button reset-module__ylizOa__reset button-module__QyrFCa__secondary button-module__QyrFCa__rounded button-module__QyrFCa__shadow button-module__QyrFCa__invert\" data-geist-button data-prefix=\"false\" data-suffix=\"false\" data-version=\"v1\" style=\"--geist-icon-size:16px\"..."
},
{
"href": "/docs/frameworks",
"text": "Supported frameworks",
"html": "<a href=\"/docs/frameworks\" data-cdp-track=\"{"event":"footer_link_clicked"}\" data-zone=\"667155\" class=\"link-module__Q1NRQq__link no-underline link-module__Q1NRQq__secondary flex items-center gap-1.5 w-fit p-0.5 -ml-0.5\">Supported frameworks</a>"
},
{
"href": "/help",
"text": "Help",
"html": "<a href=\"/help\" data-cdp-track=\"{"event":"footer_link_clicked"}\" data-zone=\"9a3c91\" class=\"link-module__Q1NRQq__link no-underline link-module__Q1NRQq__secondary flex items-center gap-1.5 w-fit p-0.5 -ml-0.5\">Help</a>"
}
],
"privacyLinks": [
{
"href": "/legal/privacy-policy",
"text": "Privacy Policy",
"html": "<a data-cdp-track=\"{"event":"footer_link_clicked"}\" data-zone=\"same\" class=\"link-module__Q1NRQq__link no-underline link-module__Q1NRQq__secondary flex items-center gap-1.5 w-fit p-0.5 -ml-0.5\" href=\"/legal/privacy-policy\">Privacy Policy</a>"
}
],
"score": 60,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 75/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 75/100 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, optional visible FAQ or FAQPage schema, clear definition sentence using "is", "means", or "refers to" where natural.
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
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: Extraction-friendly structure scored 75/100 and needs improvement.
Evidence
{
"hasSummary": false,
"tableCount": 0,
"tablesWithHead": 0,
"tablesMissingThead": [],
"orderedLists": 0,
"hasFaq": false,
"definitionPatterns": 0,
"schemaBlocks": 2,
"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",
"optional visible FAQ or FAQPage schema",
"clear definition sentence using \"is\", \"means\", or \"refers to\" where natural"
],
"score": 75,
"weight": 24
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 83/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 83/100 and needs improvement.
Needs attention
GEO: Entity clarity
Issue
Title/H1 terms missing from description: deploy, best, experiences, cloud.
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
83/100
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 83/100 and needs improvement.
Evidence
{
"title": "Vercel: Build and deploy the best web experiences with the AI Cloud",
"h1": "Build and deploy on the AI Cloud.",
"description": "Vercel gives developers the frameworks, workflows, and infrastructure to build a faster, more personalized web.",
"topicOverlap": 0.42857142857142855,
"topicTerms": [
"vercel",
"build",
"deploy",
"best",
"web",
"experiences",
"cloud"
],
"descriptionTerms": [
"vercel",
"gives",
"developers",
"frameworks",
"workflows",
"infrastructure",
"build",
"faster",
"more",
"personalized",
"web"
],
"missingFromDescription": [
"deploy",
"best",
"experiences",
"cloud"
],
"score": 83,
"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
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 71/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 71/100 and needs improvement.
Needs attention
AEO: Entity and definition clarity
Issue
Entity or definition gaps: deploy, best, experiences, cloud.
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
71/100
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 71/100 and needs improvement.
Evidence
{
"title": "Vercel: Build and deploy the best web experiences with the AI Cloud",
"h1": "Build and deploy on the AI Cloud.",
"description": "Vercel gives developers the frameworks, workflows, and infrastructure to build a faster, more personalized web.",
"topicOverlap": 0.42857142857142855,
"definitionCount": 0,
"topicTerms": [
"vercel",
"build",
"deploy",
"best",
"web",
"experiences",
"cloud"
],
"descriptionTerms": [
"vercel",
"gives",
"developers",
"frameworks",
"workflows",
"infrastructure",
"build",
"faster",
"more",
"personalized",
"web"
],
"missingFromDescription": [
"deploy",
"best",
"experiences",
"cloud"
],
"score": 71,
"weight": 18
}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
13 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": 13,
"passing": 0,
"failing": [
{
"heading": "Scale your",
"headingHtml": "<h2>Scale your</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "without compromising",
"headingHtml": "<h2>without compromising</h2>",
"firstParagraph": "Ready to deploy? Start building with a free account. Speak to an expert for your Pro or Enterprise needs.",
"paragraphHtml": "<p><b>Ready to deploy? </b>Start building with a free account. Speak to an expert for your <i>Pro</i> or <u>Enterprise</u> needs.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Get Started",
"headingHtml": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Get Started</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Build",
"headingHtml": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Build</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Scale",
"headingHtml": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Scale</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Secure",
"headingHtml": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Secure</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Resources",
"headingHtml": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Resources</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Learn",
"headingHtml": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Learn</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Frameworks",
"headingHtml": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Frameworks</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "SDKs",
"headingHtml": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">SDKs</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Use Cases",
"headingHtml": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Use Cases</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Company",
"headingHtml": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Company</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Community",
"headingHtml": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Community</h2>",
"firstParagraph": "Loading status…",
"paragraphHtml": "<p class=\"status-text text-copy-14 geist-ellipsis text-[var(--geist-secondary)] font-mono font-medium uppercase text-[12px]\">Loading status…</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
}
],
"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: what, cost, 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": "Scale your",
"html": "<h2>Scale your</h2>"
},
{
"text": "without compromising",
"html": "<h2>without compromising</h2>"
},
{
"text": "Get Started",
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Get Started</h2>"
},
{
"text": "Build",
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Build</h2>"
},
{
"text": "Scale",
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Scale</h2>"
},
{
"text": "Secure",
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Secure</h2>"
},
{
"text": "Resources",
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Resources</h2>"
},
{
"text": "Learn",
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Learn</h2>"
},
{
"text": "Frameworks",
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Frameworks</h2>"
},
{
"text": "SDKs",
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">SDKs</h2>"
},
{
"text": "Use Cases",
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Use Cases</h2>"
},
{
"text": "Company",
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Company</h2>"
},
{
"text": "Community",
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Community</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Vercel: Build and deploy the web experiences...?",
"pattern": {}
},
{
"id": "how",
"label": "How does Vercel: Build and deploy the web experiences... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Vercel: Build and deploy the web experiences...?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Vercel: Build and deploy the web experiences... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Vercel: Build and deploy the web experiences... compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Vercel: Build and deploy the web experiences...?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Vercel: Build and deploy the web experiences... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Vercel: Build and deploy the web experiences... compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Needs attention
AIO: Query intent coverage
Issue
Missing likely AI Overview intent sections: what, cost, 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": "Scale your",
"html": "<h2>Scale your</h2>"
},
{
"text": "without compromising",
"html": "<h2>without compromising</h2>"
},
{
"text": "Get Started",
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Get Started</h2>"
},
{
"text": "Build",
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Build</h2>"
},
{
"text": "Scale",
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Scale</h2>"
},
{
"text": "Secure",
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Secure</h2>"
},
{
"text": "Resources",
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Resources</h2>"
},
{
"text": "Learn",
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Learn</h2>"
},
{
"text": "Frameworks",
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Frameworks</h2>"
},
{
"text": "SDKs",
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">SDKs</h2>"
},
{
"text": "Use Cases",
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Use Cases</h2>"
},
{
"text": "Company",
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Company</h2>"
},
{
"text": "Community",
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Community</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Vercel: Build and deploy the web experiences...?",
"pattern": {}
},
{
"id": "how",
"label": "How does Vercel: Build and deploy the web experiences... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Vercel: Build and deploy the web experiences...?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Vercel: Build and deploy the web experiences... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Vercel: Build and deploy the web experiences... compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Vercel: Build and deploy the web experiences...?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Vercel: Build and deploy the web experiences... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Vercel: Build and deploy the web experiences... compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 4
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Q&A and FAQ opportunities
GEO: Q&A and FAQ opportunities is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Q&A and FAQ opportunities
GEO: Q&A and FAQ opportunities is informational for this page.
Needs attention
GEO: Q&A and FAQ opportunities
Issue
13 h2 heading(s) are not phrased as questions; this is optional and only useful where Q&A wording is natural. No visible FAQ or FAQPage schema was detected; this is optional unless the page answers common questions.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Q&A and FAQ opportunities
Score
75/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Q&A and FAQ opportunities is informational for this page.
Evidence
{
"h2Count": 13,
"questionH2s": 0,
"hasFaq": false,
"nonQuestionH2s": [
{
"index": 1,
"text": "Scale your",
"isQuestion": false,
"html": "<h2>Scale your</h2>"
},
{
"index": 2,
"text": "without compromising",
"isQuestion": false,
"html": "<h2>without compromising</h2>"
},
{
"index": 3,
"text": "Get Started",
"isQuestion": false,
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Get Started</h2>"
},
{
"index": 4,
"text": "Build",
"isQuestion": false,
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Build</h2>"
},
{
"index": 5,
"text": "Scale",
"isQuestion": false,
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Scale</h2>"
},
{
"index": 6,
"text": "Secure",
"isQuestion": false,
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Secure</h2>"
},
{
"index": 7,
"text": "Resources",
"isQuestion": false,
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Resources</h2>"
},
{
"index": 8,
"text": "Learn",
"isQuestion": false,
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Learn</h2>"
},
{
"index": 9,
"text": "Frameworks",
"isQuestion": false,
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Frameworks</h2>"
},
{
"index": 10,
"text": "SDKs",
"isQuestion": false,
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">SDKs</h2>"
},
{
"index": 11,
"text": "Use Cases",
"isQuestion": false,
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Use Cases</h2>"
},
{
"index": 12,
"text": "Company",
"isQuestion": false,
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Company</h2>"
},
{
"index": 13,
"text": "Community",
"isQuestion": false,
"html": "<h2 class=\"font-mono uppercase text-[12px] leading-none font-medium my-[var(--geist-gap-half)]\">Community</h2>"
}
],
"score": 75,
"weight": 4
}AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Needs attention
IndexNow key
Issue
IndexNow key is informational for this page.
Why it matters
IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.
Check name
IndexNow key
Score
100/100
Status
informational
Category
Discoverability
Maturity
Established
Goal
Verify that IndexNow ownership key placement is detectable when the site advertises it.
Result
IndexNow key is informational for this page.
Validation steps
Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.
Evidence
{
"steps": [
{
"id": "advertised-location",
"title": "Find advertised IndexNow key location",
"status": "informational",
"evidence": {
"advertised": []
},
"issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
"howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
},
{
"id": "fetch-key",
"title": "Fetch and validate IndexNow key file",
"status": "informational",
"evidence": {
"advertised": [],
"checked": []
},
"issue": "No discoverable IndexNow key file was found.",
"howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
}
]
}Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Needs attention
OAuth / OIDC discovery
Issue
authorization_endpoint did not behave like an operational OAuth authorization endpoint.
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
Probe authorization endpoint with an authorization-code request
authorization_endpoint did not behave like an operational OAuth authorization endpoint.
Evidence
{
"failedStep": "authorization-endpoint",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/openid-configuration",
"statusCode": 200,
"contentType": "application/json"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "pass",
"evidence": {
"valid": true,
"compatibleContentType": true,
"missing": [],
"endpointIssues": [],
"issuer": "https://vercel.com",
"authorizationEndpoint": "https://vercel.com/oauth/authorize",
"tokenEndpoint": "https://api.vercel.com/login/oauth/token",
"jwksUri": "https://vercel.com/.well-known/jwks",
"responseTypesSupported": [
"code"
],
"grantTypesSupported": [
"authorization_code",
"client_credentials",
"refresh_token",
"urn:ietf:params:oauth:grant-type:device_code"
],
"idTokenSigningAlgValuesSupported": [
"RS256"
],
"rawExcerpt": "{\n \"issuer\": \"https://vercel.com\",\n \"jwks_uri\": \"https://vercel.com/.well-known/jwks\",\n \"subject_types_supported\": [\n \"public\"\n ],\n \"response_types_supported\": [\n \"code\"\n ],\n \"response_modes_supported\": [\n \"web_message.opener\"\n ],\n \"claims_supported\": [\n \"sub\",\n \"aud\",\n \"exp\",\n \"iat\",\n \"iss\",\n \"jti\",\n \"nbf\",\n \"nonce\",\n \"preferred_username\",\n \"email\",\n \"picture\"\n ],\n \"id_token_signing_alg_values_supported\": [\n \"RS256\"\n ],\n \"scopes_supported\": [\n \"openid\",\n \"email\",\n \"profile\"\n ],\n \"authorization_endpoint\": \"https://vercel.com/oauth/authorize\",\n \"device_authorization_endpoint\": \"https://api.vercel.com/login/oauth/device-authorization\",\n \"token_endpoint\": \"https://api.vercel.com/login/oauth/token\",\n \"revocation_endpoint\":"
},
"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."
},
{
"id": "authorization-endpoint",
"title": "Probe authorization endpoint with an authorization-code request",
"status": "fail",
"evidence": {
"url": "https://vercel.com/oauth/authorize?response_type=code&client_id=can-agent-use-scanner&redirect_uri=https%3A%2F%2Fcan-agent-use.invalid%2Foauth%2Fcallback&scope=openid&state=can-agent-use-probe",
"method": "GET",
"statusCode": 200,
"location": null,
"contentType": "text/html; charset=utf-8",
"excerpt": "<!DOCTYPE html><html data-dpl-id=\"dpl_G61Gj1bEoqhEUhb3w2t9wubjKqeY\" class=\"geistmonofont_e98d06e1-module__PZ7lQa__className geist_1620151b-module__2VSEvG__className geistmonofont_e98d06e1-module__PZ7lQa__variable geist_1620151b-module__2VSEvG__variable dash\" lang=\"en-US\"><head><meta charSet=\"utf-8\"/"
},
"issue": "authorization_endpoint did not behave like an operational OAuth authorization endpoint.",
"howToFix": "Implement an authorization endpoint that can process syntactically valid authorization requests, or remove it from discovery metadata until it exists."
},
{
"id": "authorization-redirect-safety",
"title": "Reject unregistered authorization redirects",
"status": "pass",
"evidence": {
"url": "https://vercel.com/oauth/authorize?response_type=code&client_id=can-agent-use-unknown-client&redirect_uri=https%3A%2F%2Fcan-agent-use.invalid%2Fattacker-callback&scope=openid&state=can-agent-use-redirect-safety",
"method": "GET",
"statusCode": 200,
"location": null,
"redirectedToUntrusted": false,
"contentType": "text/html; charset=utf-8",
"excerpt": "<!DOCTYPE html><html data-dpl-id=\"dpl_G61Gj1bEoqhEUhb3w2t9wubjKqeY\" class=\"geistmonofont_e98d06e1-module__PZ7lQa__className geist_1620151b-module__2VSEvG__className geistmonofont_e98d06e1-module__PZ7lQa__variable geist_1620151b-module__2VSEvG__variable dash\" lang=\"en-US\"><head><meta charSet=\"utf-8\"/"
},
"howToFix": "Validate client_id and registered redirect_uri values before redirecting. Return a direct OAuth error for invalid clients or redirect URIs."
},
{
"id": "token-endpoint",
"title": "Probe token endpoint with advertised grant type",
"status": "pass",
"evidence": {
"url": "https://api.vercel.com/login/oauth/token",
"method": "POST",
"grantType": "authorization_code",
"statusCode": 400,
"oauthError": "invalid_client",
"contentType": "application/json; charset=utf-8",
"excerpt": "{\"error\":\"invalid_client\",\"error_description\":\"Vercel App not found.\"}"
},
"howToFix": "Support every advertised grant type enough to return a protocol-appropriate response, or stop advertising unsupported grants."
},
{
"id": "jwks",
"title": "Fetch and validate jwks_uri",
"status": "pass",
"evidence": {
"jwksUri": "https://vercel.com/.well-known/jwks",
"statusCode": 200,
"contentType": "application/json"
},
"howToFix": "Implement the advertised jwks_uri route with usable JWK metadata or remove it from discovery metadata until it exists."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 9,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "log in"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign up"
}
]
},
"resourceFetchSucceeded": true
}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/plain;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": "Not Found"
},
"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://vercel.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://vercel.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://vercel.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://vercel.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": 9,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "log in"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign up"
}
]
},
"resourceFetchSucceeded": false
}Performance and AccessibilityAccessibilityBrowser audit
`[aria-hidden="true"]` elements contain focusable descendents
100 Fail
Performance and AccessibilityAccessibilityBrowser audit
`[aria-hidden="true"]` elements contain focusable descendents
Check name
`[aria-hidden="true"]` elements contain focusable descendents
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Focusable descendents within an `[aria-hidden="true"]` element prevent those interactive elements from being available to users of assistive technologies like screen readers. [Learn how `aria-hidden` affects focusable elements](https://dequeuniversity.com/rules/axe/4.10/aria-hidden-focus).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Focusable descendents within an `[aria-hidden=\"true\"]` element prevent those interactive elements from being available to users of assistive technologies like screen readers. [Learn how `aria-hidden` affects focusable elements](https://dequeuniversity.com/rules/axe/4.10/aria-hidden-focus)."
}Performance and AccessibilityBest PracticesBrowser audit
Browser errors were logged to the console
100 Fail
Performance and AccessibilityBest PracticesBrowser audit
Browser errors were logged to the console
Check name
Browser errors were logged to the console
Score
0/100
Status
fail
Device
desktop
Category
Best Practices
Fix guidance
Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. [Learn more about this errors in console diagnostic audit](https://developer.chrome.com/docs/lighthouse/best-practices/errors-in-console/)
Evidence
{
"description": "Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. [Learn more about this errors in console diagnostic audit](https://developer.chrome.com/docs/lighthouse/best-practices/errors-in-console/)"
}SEOSEOBrowser audit
robots.txt is not valid
100 Fail
SEOSEOBrowser audit
robots.txt is not valid
Check name
robots.txt is not valid
Score
0/100
Status
fail
Device
desktop
Category
SEO
Estimated savings
1 error found
Fix guidance
If your robots.txt file is malformed, crawlers may not be able to understand how you want your website to be crawled or indexed. [Learn more about robots.txt](https://developer.chrome.com/docs/lighthouse/seo/invalid-robots-txt/).
Evidence
{
"displayValue": "1 error found",
"description": "If your robots.txt file is malformed, crawlers may not be able to understand how you want your website to be crawled or indexed. [Learn more about robots.txt](https://developer.chrome.com/docs/lighthouse/seo/invalid-robots-txt/)."
}Performance and AccessibilityPerformanceBrowser audit
Reduce JavaScript execution time
50 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
33.5Â 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": "33.5Â 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": 33533.49599999983
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
31 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
Check name
Loading performance
Score
39/100
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": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 25,
"displayValue": "2.1Â s",
"numericValue": 2119.4055
},
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 0,
"displayValue": "8.8Â s",
"numericValue": 8827.640199999998
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 0,
"displayValue": "12.8Â s",
"numericValue": 12779.050750391192
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 0,
"displayValue": "41,540Â ms",
"numericValue": 41540.979599999904
},
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 0,
"displayValue": "3,440Â ms",
"numericValue": 3440.999999999999
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 20Â ms",
"numericValue": 15.299999999999997
},
{
"id": "interactive",
"title": "Time to Interactive",
"score": 0,
"displayValue": "59.5Â s",
"numericValue": 59512.33385999991
},
{
"id": "uses-rel-preconnect",
"title": "Preconnect to required origins",
"score": 100,
"displayValue": "",
"numericValue": 0
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "0Â ms",
"numericValue": 0.8999999999999999
},
{
"id": "third-party-summary",
"title": "Minimize third-party usage",
"score": 100,
"displayValue": "Third-party code blocked the main thread for 0Â ms"
},
{
"id": "largest-contentful-paint-element",
"title": "Largest Contentful Paint element",
"score": 0,
"displayValue": "8,830Â ms"
}
]
}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 |
|---|---|---|---|
| 58/100 | Level 3, Bot-Aware | Current report |