Export Report
OVERALL SCORE
Level 3, Bot-Aware
- AI Discoverability 35 out of 100
- Agent Ease of Use 49 out of 100
- Security & Trust 60 out of 100
- GEO, AIO and AEO 72 out of 100
- SEO 100 out of 100
- Performance and Accessibility 65 out of 100
What AI sees of your website
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 35 | Priority fix | 9 | 16 | 0 | View details |
| Discoverability | 33 | Priority fix | 3 | 6 | 0 | View details |
| Content Readiness | 50 | Needs work | 5 | 6 | 0 | View details |
| Bot Access Control | 17 | Priority fix | 1 | 4 | 0 | View details |
| Agent Ease of Use | 49 | Priority fix | 17 | 27 | 5 | View details |
| API | 55 | Needs work | 4 | 5 | 2 | View details |
| Auth | Not Applicable | Not Applicable | 2 | 6 | 0 | View details |
| MCP | 47 | Priority fix | 3 | 7 | 3 | View details |
| Skill Discovery | 46 | Priority fix | 4 | 9 | 0 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 72 | Needs work | 6 | 1 | 12 | View details |
| GEO Readiness | 81 | Mostly ready | 2 | 0 | 3 | |
| AIO Readiness | 65 | Needs work | 2 | 1 | 4 | View details |
| AEO Readiness | 69 | Needs work | 2 | 0 | 5 | |
| SEO | 100 | Strong | 11 | 0 | 0 | |
| SEO | 100 | Strong | 11 | 0 | 0 | |
| Security & Trust | 56 | Needs work | 6 | 4 | 0 | View details |
| Security & Trust | 60 | Needs work | 3 | 2 | 0 | View details |
| AI Training Exposure | 50 | Needs work | 3 | 2 | 0 | View details |
| Performance and Accessibility | 65 | Needs work | 22 | 4 | 2 | View details |
| Performance | 52 | Needs work | 16 | 2 | 2 | View details |
| Accessibility | 90 | Strong | 6 | 2 | 0 | View details |
Prioritized recommendations
Issues ranked by score impact
45 items need attention
Security & TrustAI Training ExposureEmerging recommendation
TDMRep declaration
TDMRep declaration is missing or incomplete.
100 Fail
Security & TrustAI Training ExposureEmerging recommendation
TDMRep declaration
TDMRep declaration is missing or incomplete.
Needs attention
TDMRep declaration
Issue
Response is not valid JSON.
Why it matters
TDMRep is a W3C Community Group protocol and IANA-registered well-known URI for declaring text and data mining reservation policy on applicable content.
Check name
TDMRep declaration
Score
0/100
Status
fail
Category
AI Training Exposure
Maturity
Emerging recommendation
Goal
Publish a machine-readable text and data mining reservation declaration when the site needs one.
Result
TDMRep declaration is missing or incomplete.
Validation steps
Validate TDMRep rules
Response is not valid JSON.
Evidence
{
"statusCode": 200,
"contentType": "text/html; charset=utf-8",
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html data-dpl-id=\"dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" lang=\"en\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0u3hzzfguwmtw.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0t4cw_r1l-86..css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0xiagmre6htjc.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0djw297mgydyp.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/10_6b8yx",
"steps": [
{
"id": "fetch",
"title": "Fetch /.well-known/tdmrep.json",
"status": "pass",
"evidence": {
"statusCode": 200,
"contentType": "text/html; charset=utf-8",
"length": 153792
}
},
{
"id": "validate",
"title": "Validate TDMRep rules",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html data-dpl-id=\"dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" lang=\"en\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0u3hzzfguwmtw.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0t4cw_r1l-86..css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0xiagmre6htjc.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0djw297mgydyp.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/10_6b8yx"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish /.well-known/tdmrep.json as an array of TDMRep rule objects with location and tdm-reservation values of 0 or 1."
}
]
}Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
50 Fail
Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
Needs attention
Referrer-Policy
Issue
Referrer-Policy is missing or incomplete.
Why it matters
Referrer-Policy controls how much URL context is sent to other origins, limiting accidental leakage of paths, queries, and identifiers.
Check name
Referrer-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Limit how much referrer data leaves the site.
Result
Referrer-Policy is missing or incomplete.
Evidence
{
"header": "referrer-policy",
"value": "no-referrer, strict-origin-when-cross-origin no-referrer, strict-origin-when-cross-origin"
}Security & TrustSecurity & TrustEstablished
X-Content-Type-Options
X-Content-Type-Options is missing or incomplete.
50 Fail
Security & TrustSecurity & TrustEstablished
X-Content-Type-Options
X-Content-Type-Options is missing or incomplete.
Needs attention
X-Content-Type-Options
Issue
X-Content-Type-Options is missing or incomplete.
Why it matters
X-Content-Type-Options prevents browsers from treating mislabeled files as executable content, reducing content-sniffing attacks.
Check name
X-Content-Type-Options
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Prevent MIME sniffing for browser-loaded resources.
Result
X-Content-Type-Options is missing or incomplete.
Evidence
{
"header": "x-content-type-options",
"value": "nosniff nosniff"
}AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
Needs attention
AI bot rules in robots.txt
Issue
No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.
Why it matters
Explicit AI bot rules reduce ambiguity for crawler operators and make training, indexing, or retrieval access policy auditable.
Check name
AI bot rules in robots.txt
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Established
Goal
Add User-agent rules for AI crawlers like GPTBot, Claude-Web, and others.
Result
AI bot rules in robots.txt is missing or incomplete.
Evidence
{
"expectedBots": [
"GPTBot",
"ChatGPT-User",
"ClaudeBot",
"Claude-Web",
"Anthropic-AI",
"Google-Extended",
"PerplexityBot",
"CCBot",
"Applebot-Extended",
"Meta-ExternalAgent",
"Bytespider",
"Amazonbot",
"Cohere-AI"
],
"configuredBots": []
}AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is missing or incomplete.
33 Fail
AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is missing or incomplete.
Needs attention
Content freshness signals
Issue
Content freshness signals are incomplete: missing Last-Modified HTTP header; missing dateModified/datePublished in JSON-LD; missing meta or <time> freshness tags.
Why it matters
Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.
Check name
Content freshness signals
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose modified and published dates for freshness-aware retrieval and ranking.
Result
Content freshness signals is missing or incomplete.
Evidence
{
"lastModified": null,
"schemaDates": [],
"metaDateCount": 0,
"timeDateCount": 0
}AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
Needs attention
Content Signal
Issue
No Content Signal found in robots.txt
Why it matters
Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.
Check name
Content Signal
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Declare AI content usage preferences with Content Signal in robots.txt.
Result
Content Signal is missing or incomplete.
Evidence
{
"signals": [],
"ai-train": false,
"search": false,
"ai-input": false
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
33 Fail
AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
Needs attention
Markdown negotiation
Issue
Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
Why it matters
Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.
Check name
Markdown negotiation
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Return HTML responses as markdown when agents request it.
Result
Markdown negotiation failed at "Markdown content type".
Validation steps
Markdown content type
Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch, accept-encoding".
Structured Markdown body
Markdown response is missing a heading.
Evidence
{
"failedStep": "content-type",
"steps": [
{
"id": "content-type",
"title": "Markdown content type",
"status": "fail",
"evidence": {
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
},
"issue": "Content-Type \"text/html; charset=utf-8\" does not indicate Markdown when requested with Accept: text/markdown.",
"howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
},
{
"id": "vary-accept",
"title": "Vary: Accept header",
"status": "fail",
"evidence": {
"vary": "rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch, accept-encoding"
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch, accept-encoding\".",
"howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
},
{
"id": "markdown-content",
"title": "Structured Markdown body",
"status": "fail",
"evidence": {
"valid": false,
"hasHeading": false,
"wordCount": 17203,
"excerpt": "<!DOCTYPE html><html data-dpl-id=\"dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" lang=\"en\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\"/><link rel=\"preload\" href=\"/_next/static/media/8",
"issue": "Markdown response is missing a heading."
},
"issue": "Markdown response is missing a heading.",
"howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
33 Fail
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
Needs attention
Semantic HTML
Issue
Semantic HTML is incomplete: skipped heading levels; 0/1 applicable form inputs have autocomplete attributes (1 missing).
Details
Why it matters
Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.
Check name
Semantic HTML
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose readable page structure through semantic HTML and accessible controls.
Result
Semantic HTML is missing or incomplete.
Evidence
{
"main": true,
"nav": true,
"footer": true,
"meaningfulH1": true,
"headingOrder": false,
"accessibleLinks": true,
"accessibleButtons": true,
"imageAltCoverage": true,
"formAutocompleteCoverage": false,
"details": {
"inaccessibleLinks": [],
"inaccessibleButtons": [],
"missingAutocompleteInputs": [
"<input type=\"text\" placeholder=\"Search\" class=\"flex-1 bg-transparent text-sm text-current outline-none placeholder:text-current/70\" value>"
],
"imagesMissingAlt": [],
"skippedHeadingLevels": [
"h1: The Unified Interface For LLMs",
"h3: One API for Any Model",
"h3: Higher Availability",
"h3: Price and Performance",
"h3: Custom Data Policies",
"h2: Featured Models",
"h3: Claude Opus 4.8",
"h3: GPT-5.5",
"h3: Gemini 3.1 Pro Preview",
"h2: Featured Agents",
"h3: Replit",
"h3: Hermes Agent",
"h3: Kilo Code",
"h3: Signup",
"h3: Buy credits",
"h3: Get your API key",
"h3: Recent Blog Posts",
"h3: A Robot is Sprinting Towards You: Do You Want it Running on Claude or Grok?",
"h3: May Release Spotlight",
"h3: Guardrails: Protect your Agents, Data, and Costs",
"h3: Product",
"h3: Company",
"h3: Developer",
"h3: Connect"
]
},
"counts": {
"h1": 1,
"headings": 24,
"links": 60,
"inaccessibleLinks": 0,
"buttons": 12,
"inaccessibleButtons": 0,
"images": 44,
"imagesWithAlt": 44,
"autocompleteInputs": 1,
"inputsWithAutocomplete": 0,
"missingAutocompleteInputs": 1
}
}AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
25 Fail
AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
Needs attention
High-value schema types
Issue
No high-value schema types (e.g. Article, Product, Service) were found.
Why it matters
High-value schema types tell agents whether a page is an article, product, event, service, or other actionable content type.
Check name
High-value schema types
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Use schema types that describe the page's primary content or offering.
Result
High-value schema types is missing or incomplete.
Evidence
{
"found": [],
"expected": [
"Article",
"BlogPosting",
"NewsArticle",
"Product",
"SoftwareApplication",
"FAQPage",
"LocalBusiness",
"VideoObject",
"HowTo",
"Event",
"Course",
"Review",
"Service"
],
"allTypes": []
}AI DiscoverabilityDiscoverabilityEstablished
JSON-LD present
JSON-LD present is missing or incomplete.
25 Fail
AI DiscoverabilityDiscoverabilityEstablished
JSON-LD present
JSON-LD present is missing or incomplete.
Needs attention
JSON-LD present
Issue
No JSON-LD blocks found.
Why it matters
JSON-LD is a low-friction structured data format that agents can extract without interpreting page presentation or microdata markup.
Check name
JSON-LD present
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Expose schema.org JSON-LD so AI search systems can parse page entities.
Result
JSON-LD present is missing or incomplete.
Evidence
{
"blocks": 0,
"validBlocks": 0,
"schemaContextBlocks": 0,
"errors": [],
"documents": [],
"nodes": []
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
25 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 DiscoverabilityDiscoverabilityEstablished
Organization / WebSite schema
Organization / WebSite schema is missing or incomplete.
25 Fail
AI DiscoverabilityDiscoverabilityEstablished
Organization / WebSite schema
Organization / WebSite schema is missing or incomplete.
Needs attention
Organization / WebSite schema
Issue
Neither Organization nor WebSite schema types were found in JSON-LD.
Why it matters
Organization and WebSite schema help agents identify the publisher, canonical site identity, logo, and related profiles for attribution.
Check name
Organization / WebSite schema
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Identify the site owner and website entity in structured data.
Result
Organization / WebSite schema is missing or incomplete.
Evidence
{
"found": [],
"allTypes": []
}Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Validate RFC 9727 linkset".
22 Fail
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Validate RFC 9727 linkset".
Needs attention
API Catalog
Issue
Response is not valid JSON.
Why it matters
API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.
Check name
API Catalog
Score
33/100
Status
fail
Category
API
Maturity
Established
Goal
Publish an API catalog for automated API discovery using RFC 9727.
Result
API Catalog failed at "Validate RFC 9727 linkset".
Validation steps
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": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch API catalog",
"status": "pass",
"evidence": {
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
},
"howToFix": "Publish /.well-known/api-catalog."
},
{
"id": "validate",
"title": "Validate RFC 9727 linkset",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html data-dpl-id=\"dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" lang=\"en\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0u3hzzfguwmtw.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0t4cw_r1l-86..css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0xiagmre6htjc.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0djw297mgydyp.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/10_6b8yx"
},
"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 UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Validate resource body".
17 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Validate resource body".
Needs attention
Agent Skills index
Issue
Agent Skills Index response did not match the expected shape. missing or invalid top-level fields: $schema, version=0.2.0; invalid skills: [{"index":0,"name":"create-agent-tui","missing":["type","url","digest"],"invalid":[]},{"index":1,"name":"create-headless-agent","missing":["type","url","digest"],"invalid":[]},{"index":2,"name":"openrouter-agent-migration","missing":["type","url","digest"],"invalid":[]},{"index":3,"name":"openrouter-images","missing":["type","url","digest"],"invalid":[]},{"index":4,"name":"openrouter-models","missing":["type","url","digest"],"invalid":[]},{"index":5,"name":"openrouter-oauth","missing":["type","url","digest"],"invalid":[]},{"index":6,"name":"openrouter-stt","missing":["type","url","digest"],"invalid":[]},{"index":7,"name":"openrouter-tts","missing":["type","url","digest"],"invalid":[]},{"index":8,"name":"openrouter-typescript-sdk","missing":["type","url","digest"],"invalid":[]},{"index":9,"name":"openrouter-video","missing":["type","url","digest"],"invalid":[]}].
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
33/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent skills discovery index.
Result
Agent Skills index failed at "Validate resource body".
Validation steps
Validate resource body
Agent Skills Index response did not match the expected shape. missing or invalid top-level fields: $schema, version=0.2.0; invalid skills: [{"index":0,"name":"create-agent-tui","missing":["type","url","digest"],"invalid":[]},{"index":1,"name":"create-headless-agent","missing":["type","url","digest"],"invalid":[]},{"index":2,"name":"openrouter-agent-migration","missing":["type","url","digest"],"invalid":[]},{"index":3,"name":"openrouter-images","missing":["type","url","digest"],"invalid":[]},{"index":4,"name":"openrouter-models","missing":["type","url","digest"],"invalid":[]},{"index":5,"name":"openrouter-oauth","missing":["type","url","digest"],"invalid":[]},{"index":6,"name":"openrouter-stt","missing":["type","url","digest"],"invalid":[]},{"index":7,"name":"openrouter-tts","missing":["type","url","digest"],"invalid":[]},{"index":8,"name":"openrouter-typescript-sdk","missing":["type","url","digest"],"invalid":[]},{"index":9,"name":"openrouter-video","missing":["type","url","digest"],"invalid":[]}].
Fetch advertised SKILL.md files
One or more advertised skill URLs were missing, did not look like SKILL.md Markdown, or failed digest verification.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/skills/index.json",
"statusCode": 200,
"contentType": "application/json"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": true,
"compatibleContentType": true,
"document": {
"skills": [
{
"name": "create-agent-tui",
"description": "Scaffolds a complete agent TUI in TypeScript using @openrouter/agent — like create-react-app for terminal agents. Generates a customizable terminal interface with three input styles, four tool display modes, ASCII banners, streaming output, session persistence, and configurable tools. Use when building an agent, creating a TUI, scaffolding an agent project, or building a coding assistant.",
"files": [
"SKILL.md",
"README.md",
"metadata.json",
"references/input-styles.md",
"references/loader.md",
"references/modules.md",
"references/server-entry-points.md",
"references/slash-commands.md",
"references/system-prompt.md",
"references/tool-display.md",
"references/tools.md",
"references/tui.md",
"sample/.gitignore",
"sample/package.json",
"sample/screenshots/banner.png",
"sample/screenshots/input-style-block.png",
"sample/screenshots/input-style-bordered.png",
"sample/screenshots/input-style-plain.png",
"sample/screenshots/loader-gradient.png",
"sample/screenshots/loader-minimal.png",
"sample/screenshots/loader-spinner.png",
"sample/screenshots/tool-display-emoji.png",
"sample/screenshots/tool-display-grouped.png",
"sample/screenshots/tool-display-minimal.png",
"sample/src/agent.ts",
"sample/src/banner.ts",
"sample/src/cli.ts",
"sample/src/commands.ts",
"sample/src/config.ts",
"sample/src/loader.ts",
"sample/src/renderer.ts",
"sample/src/screenshot-demos.ts",
"sample/src/session.ts",
"sample/src/terminal-bg.ts",
"sample/src/tools/custom.ts",
"sample/src/tools/file-edit.ts",
"sample/src/tools/file-read.ts",
"sample/src/tools/file-write.ts",
"sample/src/tools/glob.ts",
"sample/src/tools/grep.ts",
"sample/src/tools/index.ts",
"sample/src/tools/list-dir.ts",
"sample/src/tools/shell.ts",
"sample/test-tui.md",
"sample/tsconfig.json"
]
},
{
"name": "create-headless-agent",
"description": "Scaffolds a headless agent in TypeScript using @openrouter/agent and Bun — for CLI tools, API servers, queue workers, and pipelines. No terminal UI. Use when building a headless agent, programmatic agent, CLI tool that uses AI, batch agent, pipeline agent, API agent, agent without a UI, or agent service.",
"files": [
"SKILL.md",
"README.md",
"metadata.json",
"references/entry-points.md",
"references/modules.md",
"references/tools.md",
"sample/.env.example",
"sample/.gitignore",
"sample/agent.config.json",
"sample/bun.lock",
"sample/package.json",
"sample/src/agent.ts",
"sample/src/cli.ts",
"sample/src/config.ts",
"sample/src/session.ts",
"sample/src/tools/custom.ts",
"sample/src/tools/file-edit.ts",
"sample/src/tools/file-read.ts",
"sample/src/tools/file-write.ts",
"sample/src/tools/glob.ts",
"sample/src/tools/grep.ts",
"sample/src/tools/index.ts",
"sample/src/tools/list-dir.ts",
"sample/src/tools/shell.ts",
"sample/test/agent.test.ts",
"sample/test/output-schema.test.ts",
"sample/test/retry.test.ts",
"sample/tsconfig.json"
]
},
{
"name": "openrouter-agent-migration",
"description": "Migration guide from @openrouter/sdk to @openrouter/agent for callModel, tool(), stop conditions, and agent features. This skill should be used when code imports callModel, tool(), or stop conditions from @openrouter/sdk and needs to migrate to @openrouter/agent.",
"files": [
"SKILL.md",
"README.md",
"metadata.json"
]
},
{
"name": "openrouter-images",
"description": "Generate images from text prompts and edit existing images using OpenRouter's image generation models. Use when the user asks to create, generate, or make an image, picture, or illustration from a description, or wants to edit, modify, transform, or alter an existing image with a text prompt.",
"files": [
"SKILL.md",
"README.md",
"scripts/edit.ts",
"scripts/generate.ts",
"scripts/lib.ts",
"scripts/package.json"
]
},
{
"name": "openrouter-models",
"description": "Query OpenRouter for available AI models, pricing, capabilities, throughput, and provider performance. Use when the user asks about available OpenRouter models, model pricing, model context lengths, model capabilities, provider latency or uptime, throughput limits, supported parameters, wants to search/filter/compare models, or find the fastest provider for a model.",
"files": [
"SKILL.md",
"README.md",
"scripts/compare-models.ts",
"scripts/get-endpoints.ts",
"scripts/lib.ts",
"scripts/list-models.ts",
"scripts/package.json",
"scripts/resolve-model.ts",
"scripts/search-models.ts"
]
},
{
"name": "openrouter-oauth",
"description": "Implement \"Sign In with OpenRouter\" using OAuth PKCE — framework-agnostic, no SDK or client registration required. Use when the user wants to add OpenRouter login, authentication, sign-in buttons, OAuth, or AI model inference API keys for browser-based apps. No client registration, no backend, no secrets required.",
"files": [
"SKILL.md",
"README.md"
]
},
{
"name": "openrouter-stt",
"description": "Transcribe speech to text using OpenRouter's speech-to-text API. Use when the user asks to transcribe audio, convert speech to text, extract a transcript from a recording or meeting, caption a video's audio, or mentions STT, speech-to-text, ASR, or transcription.",
"files": [
"SKILL.md",
"README.md"
]
},
{
"name": "openrouter-tts",
"description": "Generate speech audio from text using OpenRouter's text-to-speech API. Use when the user asks to synthesize speech, narrate text, create a voiceover, generate an audiobook clip, read text aloud, convert text to an audio file, or mentions TTS, text-to-speech, or voice synthesis.",
"files": [
"SKILL.md",
"README.md"
]
},
{
"name": "openrouter-typescript-sdk",
"description": "Complete reference for integrating with 300+ AI models through the OpenRouter TypeScript SDK and Agent packages using the callModel pattern",
"files": [
"SKILL.md",
"README.md",
"metadata.json"
]
},
{
"name": "openrouter-video",
"description": "Generate videos from text prompts (and optional reference or frame images) using OpenRouter's asynchronous video generation API. Use when the user asks to create, generate, or make a video or animation from a description, animate an existing image, or turn a prompt into a short video clip.",
"files": [
"SKILL.md",
"README.md"
]
}
]
},
"rawExcerpt": "{\"skills\":[{\"name\":\"create-agent-tui\",\"description\":\"Scaffolds a complete agent TUI in TypeScript using @openrouter/agent — like create-react-app for terminal agents. Generates a customizable terminal interface with three input styles, four tool display modes, ASCII banners, streaming output, session persistence, and configurable tools. Use when building an agent, creating a TUI, scaffolding an agent project, or building a coding assistant.\",\"files\":[\"SKILL.md\",\"README.md\",\"metadata.json\",\"references/input-styles.md\",\"references/loader.md\",\"references/modules.md\",\"references/server-entry-points.md\",\"references/slash-commands.md\",\"references/system-prompt.md\",\"references/tool-display.md\",\"references/tools.md\",\"references/tui.md\",\"sample/.gitignore\",\"sample/package.json\",\"sample/screenshots/",
"issue": "Agent Skills Index response did not match the expected shape. missing or invalid top-level fields: $schema, version=0.2.0; invalid skills: [{\"index\":0,\"name\":\"create-agent-tui\",\"missing\":[\"type\",\"url\",\"digest\"],\"invalid\":[]},{\"index\":1,\"name\":\"create-headless-agent\",\"missing\":[\"type\",\"url\",\"digest\"],\"invalid\":[]},{\"index\":2,\"name\":\"openrouter-agent-migration\",\"missing\":[\"type\",\"url\",\"digest\"],\"invalid\":[]},{\"index\":3,\"name\":\"openrouter-images\",\"missing\":[\"type\",\"url\",\"digest\"],\"invalid\":[]},{\"index\":4,\"name\":\"openrouter-models\",\"missing\":[\"type\",\"url\",\"digest\"],\"invalid\":[]},{\"index\":5,\"name\":\"openrouter-oauth\",\"missing\":[\"type\",\"url\",\"digest\"],\"invalid\":[]},{\"index\":6,\"name\":\"openrouter-stt\",\"missing\":[\"type\",\"url\",\"digest\"],\"invalid\":[]},{\"index\":7,\"name\":\"openrouter-tts\",\"missing\":[\"type\",\"url\",\"digest\"],\"invalid\":[]},{\"index\":8,\"name\":\"openrouter-typescript-sdk\",\"missing\":[\"type\",\"url\",\"digest\"],\"invalid\":[]},{\"index\":9,\"name\":\"openrouter-video\",\"missing\":[\"type\",\"url\",\"digest\"],\"invalid\":[]}].",
"skillCount": 10,
"validSkillCount": 0,
"invalidSkills": [
{
"index": 0,
"name": "create-agent-tui",
"missing": [
"type",
"url",
"digest"
],
"invalid": []
},
{
"index": 1,
"name": "create-headless-agent",
"missing": [
"type",
"url",
"digest"
],
"invalid": []
},
{
"index": 2,
"name": "openrouter-agent-migration",
"missing": [
"type",
"url",
"digest"
],
"invalid": []
},
{
"index": 3,
"name": "openrouter-images",
"missing": [
"type",
"url",
"digest"
],
"invalid": []
},
{
"index": 4,
"name": "openrouter-models",
"missing": [
"type",
"url",
"digest"
],
"invalid": []
},
{
"index": 5,
"name": "openrouter-oauth",
"missing": [
"type",
"url",
"digest"
],
"invalid": []
},
{
"index": 6,
"name": "openrouter-stt",
"missing": [
"type",
"url",
"digest"
],
"invalid": []
},
{
"index": 7,
"name": "openrouter-tts",
"missing": [
"type",
"url",
"digest"
],
"invalid": []
},
{
"index": 8,
"name": "openrouter-typescript-sdk",
"missing": [
"type",
"url",
"digest"
],
"invalid": []
},
{
"index": 9,
"name": "openrouter-video",
"missing": [
"type",
"url",
"digest"
],
"invalid": []
}
],
"skills": [
{
"name": "create-agent-tui",
"description": "Scaffolds a complete agent TUI in TypeScript using @openrouter/agent — like create-react-app for terminal agents. Generates a customizable terminal interface with three input styles, four tool display modes, ASCII banners, streaming output, session persistence, and configurable tools. Use when building an agent, creating a TUI, scaffolding an agent project, or building a coding assistant.",
"files": [
"SKILL.md",
"README.md",
"metadata.json",
"references/input-styles.md",
"references/loader.md",
"references/modules.md",
"references/server-entry-points.md",
"references/slash-commands.md",
"references/system-prompt.md",
"references/tool-display.md",
"references/tools.md",
"references/tui.md",
"sample/.gitignore",
"sample/package.json",
"sample/screenshots/banner.png",
"sample/screenshots/input-style-block.png",
"sample/screenshots/input-style-bordered.png",
"sample/screenshots/input-style-plain.png",
"sample/screenshots/loader-gradient.png",
"sample/screenshots/loader-minimal.png",
"sample/screenshots/loader-spinner.png",
"sample/screenshots/tool-display-emoji.png",
"sample/screenshots/tool-display-grouped.png",
"sample/screenshots/tool-display-minimal.png",
"sample/src/agent.ts",
"sample/src/banner.ts",
"sample/src/cli.ts",
"sample/src/commands.ts",
"sample/src/config.ts",
"sample/src/loader.ts",
"sample/src/renderer.ts",
"sample/src/screenshot-demos.ts",
"sample/src/session.ts",
"sample/src/terminal-bg.ts",
"sample/src/tools/custom.ts",
"sample/src/tools/file-edit.ts",
"sample/src/tools/file-read.ts",
"sample/src/tools/file-write.ts",
"sample/src/tools/glob.ts",
"sample/src/tools/grep.ts",
"sample/src/tools/index.ts",
"sample/src/tools/list-dir.ts",
"sample/src/tools/shell.ts",
"sample/test-tui.md",
"sample/tsconfig.json"
]
},
{
"name": "create-headless-agent",
"description": "Scaffolds a headless agent in TypeScript using @openrouter/agent and Bun — for CLI tools, API servers, queue workers, and pipelines. No terminal UI. Use when building a headless agent, programmatic agent, CLI tool that uses AI, batch agent, pipeline agent, API agent, agent without a UI, or agent service.",
"files": [
"SKILL.md",
"README.md",
"metadata.json",
"references/entry-points.md",
"references/modules.md",
"references/tools.md",
"sample/.env.example",
"sample/.gitignore",
"sample/agent.config.json",
"sample/bun.lock",
"sample/package.json",
"sample/src/agent.ts",
"sample/src/cli.ts",
"sample/src/config.ts",
"sample/src/session.ts",
"sample/src/tools/custom.ts",
"sample/src/tools/file-edit.ts",
"sample/src/tools/file-read.ts",
"sample/src/tools/file-write.ts",
"sample/src/tools/glob.ts",
"sample/src/tools/grep.ts",
"sample/src/tools/index.ts",
"sample/src/tools/list-dir.ts",
"sample/src/tools/shell.ts",
"sample/test/agent.test.ts",
"sample/test/output-schema.test.ts",
"sample/test/retry.test.ts",
"sample/tsconfig.json"
]
},
{
"name": "openrouter-agent-migration",
"description": "Migration guide from @openrouter/sdk to @openrouter/agent for callModel, tool(), stop conditions, and agent features. This skill should be used when code imports callModel, tool(), or stop conditions from @openrouter/sdk and needs to migrate to @openrouter/agent.",
"files": [
"SKILL.md",
"README.md",
"metadata.json"
]
},
{
"name": "openrouter-images",
"description": "Generate images from text prompts and edit existing images using OpenRouter's image generation models. Use when the user asks to create, generate, or make an image, picture, or illustration from a description, or wants to edit, modify, transform, or alter an existing image with a text prompt.",
"files": [
"SKILL.md",
"README.md",
"scripts/edit.ts",
"scripts/generate.ts",
"scripts/lib.ts",
"scripts/package.json"
]
},
{
"name": "openrouter-models",
"description": "Query OpenRouter for available AI models, pricing, capabilities, throughput, and provider performance. Use when the user asks about available OpenRouter models, model pricing, model context lengths, model capabilities, provider latency or uptime, throughput limits, supported parameters, wants to search/filter/compare models, or find the fastest provider for a model.",
"files": [
"SKILL.md",
"README.md",
"scripts/compare-models.ts",
"scripts/get-endpoints.ts",
"scripts/lib.ts",
"scripts/list-models.ts",
"scripts/package.json",
"scripts/resolve-model.ts",
"scripts/search-models.ts"
]
},
{
"name": "openrouter-oauth",
"description": "Implement \"Sign In with OpenRouter\" using OAuth PKCE — framework-agnostic, no SDK or client registration required. Use when the user wants to add OpenRouter login, authentication, sign-in buttons, OAuth, or AI model inference API keys for browser-based apps. No client registration, no backend, no secrets required.",
"files": [
"SKILL.md",
"README.md"
]
},
{
"name": "openrouter-stt",
"description": "Transcribe speech to text using OpenRouter's speech-to-text API. Use when the user asks to transcribe audio, convert speech to text, extract a transcript from a recording or meeting, caption a video's audio, or mentions STT, speech-to-text, ASR, or transcription.",
"files": [
"SKILL.md",
"README.md"
]
},
{
"name": "openrouter-tts",
"description": "Generate speech audio from text using OpenRouter's text-to-speech API. Use when the user asks to synthesize speech, narrate text, create a voiceover, generate an audiobook clip, read text aloud, convert text to an audio file, or mentions TTS, text-to-speech, or voice synthesis.",
"files": [
"SKILL.md",
"README.md"
]
},
{
"name": "openrouter-typescript-sdk",
"description": "Complete reference for integrating with 300+ AI models through the OpenRouter TypeScript SDK and Agent packages using the callModel pattern",
"files": [
"SKILL.md",
"README.md",
"metadata.json"
]
},
{
"name": "openrouter-video",
"description": "Generate videos from text prompts (and optional reference or frame images) using OpenRouter's asynchronous video generation API. Use when the user asks to create, generate, or make a video or animation from a description, animate an existing image, or turn a prompt into a short video clip.",
"files": [
"SKILL.md",
"README.md"
]
}
]
},
"issue": "Agent Skills Index response did not match the expected shape. missing or invalid top-level fields: $schema, version=0.2.0; invalid skills: [{\"index\":0,\"name\":\"create-agent-tui\",\"missing\":[\"type\",\"url\",\"digest\"],\"invalid\":[]},{\"index\":1,\"name\":\"create-headless-agent\",\"missing\":[\"type\",\"url\",\"digest\"],\"invalid\":[]},{\"index\":2,\"name\":\"openrouter-agent-migration\",\"missing\":[\"type\",\"url\",\"digest\"],\"invalid\":[]},{\"index\":3,\"name\":\"openrouter-images\",\"missing\":[\"type\",\"url\",\"digest\"],\"invalid\":[]},{\"index\":4,\"name\":\"openrouter-models\",\"missing\":[\"type\",\"url\",\"digest\"],\"invalid\":[]},{\"index\":5,\"name\":\"openrouter-oauth\",\"missing\":[\"type\",\"url\",\"digest\"],\"invalid\":[]},{\"index\":6,\"name\":\"openrouter-stt\",\"missing\":[\"type\",\"url\",\"digest\"],\"invalid\":[]},{\"index\":7,\"name\":\"openrouter-tts\",\"missing\":[\"type\",\"url\",\"digest\"],\"invalid\":[]},{\"index\":8,\"name\":\"openrouter-typescript-sdk\",\"missing\":[\"type\",\"url\",\"digest\"],\"invalid\":[]},{\"index\":9,\"name\":\"openrouter-video\",\"missing\":[\"type\",\"url\",\"digest\"],\"invalid\":[]}].",
"howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
},
{
"id": "skill-documents",
"title": "Fetch advertised SKILL.md files",
"status": "fail",
"evidence": {
"checkedCount": 0,
"totalCount": 10,
"checked": []
},
"issue": "One or more advertised skill URLs were missing, did not look like SKILL.md Markdown, or failed digest verification.",
"howToFix": "Make every advertised skill URL return Markdown with a top-level heading and a matching sha256 digest, or remove broken entries from the index."
}
]
}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": "/api/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_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" lang=\"en\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0u3hzzfguwmtw.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0t4cw_r1l-86..css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0xiagmre6htjc.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0djw297mgydyp.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/10_6b8yx"
},
"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."
}
]
}AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Validate resource body".
17 Fail
AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Validate resource body".
Needs attention
Web Bot Auth request signing
Issue
Response is not valid JSON.
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
50/100
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 "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": "/.well-known/http-message-signatures-directory",
"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_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" lang=\"en\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0u3hzzfguwmtw.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0t4cw_r1l-86..css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0xiagmre6htjc.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0djw297mgydyp.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/10_6b8yx"
},
"issue": "Response is not valid JSON.",
"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 UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Validate resource body".
16 Fail
Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Validate resource body".
Needs attention
MCP Server Card
Issue
Response is not valid JSON.
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
38/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Publish an MCP Server Card for agent discovery.
Result
MCP Server Card failed at "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Verify advertised MCP transport endpoints
At least one same-origin transport failed MCP initialize or advertised capability list probes. See probes[].capabilityProbes for the exact method, status, JSON-RPC error, and response excerpt.
Verify advertised MCP tool execution
MCP discovery passed, but no advertised tool could be safely executed by this scanner.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/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_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" lang=\"en\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0u3hzzfguwmtw.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0t4cw_r1l-86..css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0xiagmre6htjc.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0djw297mgydyp.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/10_6b8yx"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
},
{
"id": "endpoint-verification",
"title": "Verify advertised MCP transport endpoints",
"status": "fail",
"evidence": {
"probes": []
},
"issue": "At least one same-origin transport failed MCP initialize or advertised capability list probes. See probes[].capabilityProbes for the exact method, status, JSON-RPC error, and response excerpt.",
"howToFix": "Expose a real MCP endpoint for advertised transports, or remove transports that point to ordinary HTTP APIs."
},
{
"id": "tool-execution",
"title": "Verify advertised MCP tool execution",
"status": "warning",
"evidence": {
"probes": []
},
"issue": "MCP discovery passed, but no advertised tool could be safely executed by this scanner.",
"howToFix": "Implement tools/call for advertised tools, or report the MCP card as discovery-only until tools are executable."
}
]
}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": "/.well-known/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_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" lang=\"en\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0u3hzzfguwmtw.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0t4cw_r1l-86..css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0xiagmre6htjc.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0djw297mgydyp.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/10_6b8yx"
},
"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": "/.well-known/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_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" lang=\"en\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0u3hzzfguwmtw.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0t4cw_r1l-86..css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0xiagmre6htjc.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0djw297mgydyp.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/10_6b8yx"
},
"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": "/.well-known/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_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" lang=\"en\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0u3hzzfguwmtw.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0t4cw_r1l-86..css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0xiagmre6htjc.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0djw297mgydyp.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/10_6b8yx"
},
"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_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" lang=\"en\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0u3hzzfguwmtw.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0t4cw_r1l-86..css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0xiagmre6htjc.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0djw297mgydyp.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/10_6b8yx"
},
"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": "/.well-known/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_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" lang=\"en\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0u3hzzfguwmtw.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0t4cw_r1l-86..css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0xiagmre6htjc.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0djw297mgydyp.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/10_6b8yx"
},
"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.
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": 73,
"interactiveWithTags": 0,
"totalCount": 73,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<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": 2,
"issues": [
"<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."
}
]
}
],
"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": 73,
"interactiveWithTags": 0,
"totalCount": 73,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<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": 73,
"interactiveWithTags": 0,
"totalCount": 73,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input> is missing a name attribute.",
"<input> is missing tool-param-description."
]
},
"browserWebMcp": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 0/100 and needs a fix.
10 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 0/100 and needs a fix.
Needs attention
AIO: Visible structured data match
Issue
No JSON-LD structured data was detected.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Visible structured data match
Score
0/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Visible structured data match scored 0/100 and needs a fix.
Evidence
{
"schemaCount": 0,
"mismatches": [],
"score": 0,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 60/100 and needs improvement.
8 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 60/100 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, JSON-LD structured data.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Extraction-friendly structure
Score
60/100
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 60/100 and needs improvement.
Evidence
{
"hasSummary": false,
"tableCount": 0,
"tablesWithHead": 0,
"tablesMissingThead": [],
"orderedLists": 0,
"hasFaq": false,
"definitionPatterns": 1,
"schemaBlocks": 0,
"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",
"JSON-LD structured data"
],
"score": 60,
"weight": 24
}Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery has a validation warning at "Check machine-usable API details".
6 Warning
Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery has a validation warning at "Check machine-usable API details".
Needs attention
OpenAPI discovery
Issue
OpenAPI is valid, but missing schemas, parameters, servers, or security details reduce machine usability.
Why it matters
OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.
Check name
OpenAPI discovery
Score
83/100
Status
warning
Category
API
Maturity
Established
Goal
Publish a valid OpenAPI or Swagger document for API discovery.
Result
OpenAPI discovery has a validation warning at "Check machine-usable API details".
Validation steps
Check machine-usable API details
OpenAPI is valid, but missing schemas, parameters, servers, or security details reduce machine usability.
Evidence
{
"failedStep": "machine-usable-detail",
"steps": [
{
"id": "fetch",
"title": "Fetch OpenAPI document",
"status": "pass",
"evidence": {
"found": "/openapi.json",
"statusCode": 200,
"contentType": "application/json; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate baseline OpenAPI structure",
"status": "pass",
"evidence": {
"valid": true,
"compatibleContentType": true,
"format": "json",
"version": "3.1.0",
"pathCount": 49,
"operationCount": 66,
"operationWarnings": [
{
"path": "/credits/coinbase",
"method": "post",
"field": "requestBody",
"issue": "Mutating operation has no requestBody schema."
}
],
"hasServers": true,
"hasSecuritySchemes": true,
"hasExplicitNoAuth": false,
"rawExcerpt": "{\n \"components\": {\n \"parameters\": {\n \"AppIdentifier\": {\n \"name\": \"HTTP-Referer\",\n \"in\": \"header\",\n \"schema\": {\n \"type\": \"string\"\n },\n \"description\": \"The app identifier should be your app's URL and is used as the primary identifier for rankings.\\nThis is used to track API usage per application.\\n\"\n },\n \"AppDisplayName\": {\n \"name\": \"X-Title\",\n \"in\": \"header\",\n \"schema\": {\n \"type\": \"string\"\n },\n \"description\": \"The app display name allows you to customize how your app appears in OpenRouter's dashboard.\\n\"\n }\n },\n \"schemas\": {\n \"ActivityItem\": {\n \"example\": {\n \"byok_usage_inference\": 0.012,\n \"completion_tokens\": 125,\n \"date\": \"2025-08-24\""
}
},
{
"id": "machine-usable-detail",
"title": "Check machine-usable API details",
"status": "warning",
"evidence": {
"warningCount": 1,
"warnings": [
{
"path": "/credits/coinbase",
"method": "post",
"field": "requestBody",
"issue": "Mutating operation has no requestBody schema."
}
],
"hasServers": true,
"hasSecuritySchemes": true,
"hasExplicitNoAuth": false
},
"issue": "OpenAPI is valid, but missing schemas, parameters, servers, or security details reduce machine usability.",
"howToFix": "Add servers, parameters, request bodies, response schemas, and security or explicit no-auth declarations where they apply."
}
]
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
5 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
Needs attention
AEO: Answer-first sections
Issue
23 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": 23,
"passing": 0,
"failing": [
{
"heading": "One API for Any Model",
"headingHtml": "<h3 class=\"group-hover/card:text-slate-12 transition-colors duration-200 text-xl font-semibold\">One API for Any Model</h3>",
"firstParagraph": "Access all major models through a single, unified interface. OpenAI SDK works out of the box.",
"paragraphHtml": "<p class=\"text-muted-foreground text-sm\">Access all major models through a single, unified interface. OpenAI SDK works out of the box.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Higher Availability",
"headingHtml": "<h3 class=\"group-hover/card:text-slate-12 transition-colors duration-200 text-xl font-semibold\">Higher Availability</h3>",
"firstParagraph": "Reliable AI models via our distributed infrastructure. Fall back to other providers when one goes down.",
"paragraphHtml": "<p class=\"text-muted-foreground text-sm\">Reliable AI models via our distributed infrastructure. Fall back to other providers when one goes down.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Price and Performance",
"headingHtml": "<h3 class=\"group-hover/card:text-slate-12 transition-colors duration-200 text-xl font-semibold\">Price and Performance</h3>",
"firstParagraph": "Keep costs in check without sacrificing speed. OpenRouter runs at the edge for minimal latency between your users and their inference.",
"paragraphHtml": "<p class=\"text-muted-foreground text-sm\">Keep costs in check without sacrificing speed. OpenRouter runs at the edge for minimal latency between your users and their inference.</p>",
"words": 21,
"direct": false,
"issue": "First paragraph is 21 words and does not look like a concise direct answer."
},
{
"heading": "Custom Data Policies",
"headingHtml": "<h3 class=\"group-hover/card:text-slate-12 transition-colors duration-200 text-xl font-semibold\">Custom Data Policies</h3>",
"firstParagraph": "Protect your organization with fine grained data policies. Ensure prompts only go to the models and providers you trust.",
"paragraphHtml": "<p class=\"text-muted-foreground text-sm\">Protect your organization with fine grained data policies. Ensure prompts only go to the models and providers you trust.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Featured Models",
"headingHtml": "<h2 class=\"flex items-center gap-1 text-2xl font-semibold mb-1 align-baseline\">Featured Models <svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 24 24\" fill=\"currentColor\" aria-hidden=\"true\" data-slot=\"icon\" class=\"inline-block size-5 text-slate-11\"><path fill-rule=\"evenodd\" d=\"M16.28 11.47a.75.75 0 0 1 0 1.06l-7.5 7.5a.75.75 0 0 1-1.06-1.06L14.69 12 7.72 5.03a.75.75 0 0 1 1.06-1.06l7.5 7.5Z\" clip-rule=\"evenodd\"/></svg></h2>",
"firstParagraph": "400+ active models on 60+ providers",
"paragraphHtml": "<p class=\"text-sm text-muted-foreground\">400+<!-- --> active models on <!-- -->60+<!-- --> <!-- -->providers</p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "Claude Opus 4.8",
"headingHtml": "<h3 class=\"text-lg font-semibold text-foreground\">Claude Opus 4.8</h3>",
"firstParagraph": "by anthropic",
"paragraphHtml": "<p class=\"text-sm text-muted-foreground\">by <!-- -->anthropic</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "GPT-5.5",
"headingHtml": "<h3 class=\"text-lg font-semibold text-foreground\">GPT-5.5</h3>",
"firstParagraph": "by openai",
"paragraphHtml": "<p class=\"text-sm text-muted-foreground\">by <!-- -->openai</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Gemini 3.1 Pro Preview",
"headingHtml": "<h3 class=\"text-lg font-semibold text-foreground\">Gemini 3.1 Pro Preview</h3>",
"firstParagraph": "by google",
"paragraphHtml": "<p class=\"text-sm text-muted-foreground\">by <!-- -->google</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Featured Agents",
"headingHtml": "<h2 class=\"flex items-center gap-1 text-2xl font-semibold mb-1 align-baseline\">Featured Agents <svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 24 24\" fill=\"currentColor\" aria-hidden=\"true\" data-slot=\"icon\" class=\"inline-block size-5 text-slate-11\"><path fill-rule=\"evenodd\" d=\"M16.28 11.47a.75.75 0 0 1 0 1.06l-7.5 7.5a.75.75 0 0 1-1.06-1.06L14.69 12 7.72 5.03a.75.75 0 0 1 1.06-1.06l7.5 7.5Z\" clip-rule=\"evenodd\"/></svg></h2>",
"firstParagraph": "250k+ apps using OpenRouter with 4.2M+ users globally",
"paragraphHtml": "<p class=\"text-sm text-muted-foreground\">250k+ apps using OpenRouter with 4.2M+ users globally</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "Replit",
"headingHtml": "<h3 class=\"text-lg font-semibold mb-1 text-foreground\">Replit</h3>",
"firstParagraph": "The easiest way to go from idea to app",
"paragraphHtml": "<p class=\"text-sm text-muted-foreground\">The easiest way to go from idea to app</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "Hermes Agent",
"headingHtml": "<h3 class=\"text-lg font-semibold mb-1 text-foreground\">Hermes Agent</h3>",
"firstParagraph": "An autonomous agent that grows with you",
"paragraphHtml": "<p class=\"text-sm text-muted-foreground\">An autonomous agent that grows with you</p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "Kilo Code",
"headingHtml": "<h3 class=\"text-lg font-semibold mb-1 text-foreground\">Kilo Code</h3>",
"firstParagraph": "Everything you need for agentic development",
"paragraphHtml": "<p class=\"text-sm text-muted-foreground\">Everything you need for agentic development</p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "Signup",
"headingHtml": "<h3 class=\"text-base md:text-lg font-semibold text-foreground\">Signup</h3>",
"firstParagraph": "Create an account to get started. You can set up an org for your team later.",
"paragraphHtml": "<p class=\"text-sm text-muted-foreground\">Create an account to get started. You can set up an org for your team later.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Buy credits",
"headingHtml": "<h3 class=\"text-base md:text-lg font-semibold text-foreground\">Buy credits</h3>",
"firstParagraph": "Credits can be used with any model or provider.",
"paragraphHtml": "<p class=\"text-sm text-muted-foreground\">Credits can be used with any model or provider.</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "Get your API key",
"headingHtml": "<h3 class=\"text-base md:text-lg font-semibold text-foreground\">Get your API key</h3>",
"firstParagraph": "Create an API key and start making requests. Fully OpenAI compatible.",
"paragraphHtml": "<p class=\"text-sm text-muted-foreground\">Create an API key and start making requests.<!-- --> <a href=\"/docs/quickstart\">Fully OpenAI compatible</a>.</p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
},
{
"heading": "Recent Blog Posts",
"headingHtml": "<h3 class=\"text-xl font-semibold\">Recent Blog Posts</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "A Robot is Sprinting Towards You: Do You Want it Running on Claude or Grok?",
"headingHtml": "<h3 class=\"text-lg font-medium text-foreground group-hover:text-slate-11 transition-colors line-clamp-2\">A Robot is Sprinting Towards You: Do You Want it Running on Claude or Grok?</h3>",
"firstParagraph": "A 30-game battle royale across eleven LLMs, $482 of inference, and one finding that should change how you read model benchmarks.",
"paragraphHtml": "<p class=\"text-slate-11 text-sm leading-relaxed line-clamp-2 hidden sm:block\">A 30-game battle royale across eleven LLMs, $482 of inference, and one finding that should change how you read model benchmarks.</p>",
"words": 21,
"direct": false,
"issue": "First paragraph is 21 words and does not look like a concise direct answer."
},
{
"heading": "May Release Spotlight",
"headingHtml": "<h3 class=\"text-lg font-medium text-foreground group-hover:text-slate-11 transition-colors line-clamp-2\">May Release Spotlight</h3>",
"firstParagraph": "Speech and transcription APIs, Model Fusion, private models, enterprise workspace controls, and 20 new model launches including Gemini 3.5 Flash and Claude Opus 4.8.",
"paragraphHtml": "<p class=\"text-slate-11 text-sm leading-relaxed line-clamp-2 hidden sm:block\">Speech and transcription APIs, Model Fusion, private models, enterprise workspace controls, and 20 new model launches including Gemini 3.5 Flash and Claude Opus 4.8.</p>",
"words": 26,
"direct": false,
"issue": "First paragraph is 26 words and does not look like a concise direct answer."
},
{
"heading": "Guardrails: Protect your Agents, Data, and Costs",
"headingHtml": "<h3 class=\"text-lg font-medium text-foreground group-hover:text-slate-11 transition-colors line-clamp-2\">Guardrails: Protect your Agents, Data, and Costs</h3>",
"firstParagraph": "Configurable security and governance tools for budget enforcement, zero data retention, model and provider restrictions, prompt injection defense, and data loss prevention.",
"paragraphHtml": "<p class=\"text-slate-11 text-sm leading-relaxed line-clamp-2 hidden sm:block\">Configurable security and governance tools for budget enforcement, zero data retention, model and provider restrictions, prompt injection defense, and data loss prevention.</p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "Product",
"headingHtml": "<h3 class=\"font-semibold text-foreground\">Product</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Company",
"headingHtml": "<h3 class=\"font-semibold text-foreground\">Company</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Developer",
"headingHtml": "<h3 class=\"font-semibold text-foreground\">Developer</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Connect",
"headingHtml": "<h3 class=\"font-semibold text-foreground\">Connect</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 60/100 and needs improvement.
4 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, publisher.
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": false,
"freshnessDate": true,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [
"June 4, 2026",
"June 1, 2026",
"May 29, 2026"
],
"aboutLinks": [
{
"href": "/about",
"text": "About",
"html": "<a class=\"text-sm text-muted-foreground hover:text-foreground transition-colors flex items-center gap-2\" href=\"/about\">About</a>"
},
{
"href": "https://www.linkedin.com/company/104068329",
"text": "LinkedIn",
"html": "<a href=\"https://www.linkedin.com/company/104068329\" class=\"text-sm text-muted-foreground hover:text-foreground transition-colors flex items-center gap-2\" target=\"_blank\" rel=\"noopener noreferrer\">LinkedIn</a>"
}
],
"contactLinks": [
{
"href": "/support",
"text": "Support",
"html": "<a class=\"text-sm text-muted-foreground hover:text-foreground transition-colors flex items-center gap-2\" href=\"/support\">Support</a>"
}
],
"privacyLinks": [
{
"href": "/docs/guides/privacy/provider-logging",
"text": "Data policy visualizationCustom Data PoliciesProtect your organization with fine grained data policies. Ensure prompts only go to the models and providers you trust.View docs",
"html": "<a href=\"/docs/guides/privacy/provider-logging\" class=\"h-full\" target=\"openrouter-docs\" rel=\"noreferrer\"><div class=\"group/card text-card-foreground rounded-xl duration-200 bg-card hover:text-slate-12 border shadow-sm hover:shadow-lg flex flex-col h-full overflow-hidden hover:border-primary transition-colors\"><div class=\"bg-background shadow-none transition-transform group-hover/card:scale-105 group-hover/card:-translate-y-1 relative h-48 overflow-hidden rounded-t-xl border-b p-2 shrink-0\"><d..."
},
{
"href": "/privacy",
"text": "Privacy",
"html": "<a class=\"text-sm text-muted-foreground hover:text-foreground transition-colors flex items-center gap-2\" href=\"/privacy\">Privacy</a>"
},
{
"href": "/terms",
"text": "Terms of Service",
"html": "<a class=\"text-sm text-muted-foreground hover:text-foreground transition-colors flex items-center gap-2\" href=\"/terms\">Terms of Service</a>"
}
],
"score": 60,
"weight": 20
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
4 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": 2,
"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.
4 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, publisher.
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": false,
"freshnessDate": true,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [
"June 4, 2026",
"June 1, 2026",
"May 29, 2026"
],
"aboutLinks": [
{
"href": "/about",
"text": "About",
"html": "<a class=\"text-sm text-muted-foreground hover:text-foreground transition-colors flex items-center gap-2\" href=\"/about\">About</a>"
},
{
"href": "https://www.linkedin.com/company/104068329",
"text": "LinkedIn",
"html": "<a href=\"https://www.linkedin.com/company/104068329\" class=\"text-sm text-muted-foreground hover:text-foreground transition-colors flex items-center gap-2\" target=\"_blank\" rel=\"noopener noreferrer\">LinkedIn</a>"
}
],
"contactLinks": [
{
"href": "/support",
"text": "Support",
"html": "<a class=\"text-sm text-muted-foreground hover:text-foreground transition-colors flex items-center gap-2\" href=\"/support\">Support</a>"
}
],
"privacyLinks": [
{
"href": "/docs/guides/privacy/provider-logging",
"text": "Data policy visualizationCustom Data PoliciesProtect your organization with fine grained data policies. Ensure prompts only go to the models and providers you trust.View docs",
"html": "<a href=\"/docs/guides/privacy/provider-logging\" class=\"h-full\" target=\"openrouter-docs\" rel=\"noreferrer\"><div class=\"group/card text-card-foreground rounded-xl duration-200 bg-card hover:text-slate-12 border shadow-sm hover:shadow-lg flex flex-col h-full overflow-hidden hover:border-primary transition-colors\"><div class=\"bg-background shadow-none transition-transform group-hover/card:scale-105 group-hover/card:-translate-y-1 relative h-48 overflow-hidden rounded-t-xl border-b p-2 shrink-0\"><d..."
},
{
"href": "/privacy",
"text": "Privacy",
"html": "<a class=\"text-sm text-muted-foreground hover:text-foreground transition-colors flex items-center gap-2\" href=\"/privacy\">Privacy</a>"
},
{
"href": "/terms",
"text": "Terms of Service",
"html": "<a class=\"text-sm text-muted-foreground hover:text-foreground transition-colors flex items-center gap-2\" href=\"/terms\">Terms of Service</a>"
}
],
"score": 60,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
4 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
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
23 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": 23,
"passing": 0,
"failing": [
{
"heading": "One API for Any Model",
"headingHtml": "<h3 class=\"group-hover/card:text-slate-12 transition-colors duration-200 text-xl font-semibold\">One API for Any Model</h3>",
"firstParagraph": "Access all major models through a single, unified interface. OpenAI SDK works out of the box.",
"paragraphHtml": "<p class=\"text-muted-foreground text-sm\">Access all major models through a single, unified interface. OpenAI SDK works out of the box.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Higher Availability",
"headingHtml": "<h3 class=\"group-hover/card:text-slate-12 transition-colors duration-200 text-xl font-semibold\">Higher Availability</h3>",
"firstParagraph": "Reliable AI models via our distributed infrastructure. Fall back to other providers when one goes down.",
"paragraphHtml": "<p class=\"text-muted-foreground text-sm\">Reliable AI models via our distributed infrastructure. Fall back to other providers when one goes down.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Price and Performance",
"headingHtml": "<h3 class=\"group-hover/card:text-slate-12 transition-colors duration-200 text-xl font-semibold\">Price and Performance</h3>",
"firstParagraph": "Keep costs in check without sacrificing speed. OpenRouter runs at the edge for minimal latency between your users and their inference.",
"paragraphHtml": "<p class=\"text-muted-foreground text-sm\">Keep costs in check without sacrificing speed. OpenRouter runs at the edge for minimal latency between your users and their inference.</p>",
"words": 21,
"direct": false,
"issue": "First paragraph is 21 words and does not look like a concise direct answer."
},
{
"heading": "Custom Data Policies",
"headingHtml": "<h3 class=\"group-hover/card:text-slate-12 transition-colors duration-200 text-xl font-semibold\">Custom Data Policies</h3>",
"firstParagraph": "Protect your organization with fine grained data policies. Ensure prompts only go to the models and providers you trust.",
"paragraphHtml": "<p class=\"text-muted-foreground text-sm\">Protect your organization with fine grained data policies. Ensure prompts only go to the models and providers you trust.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Featured Models",
"headingHtml": "<h2 class=\"flex items-center gap-1 text-2xl font-semibold mb-1 align-baseline\">Featured Models <svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 24 24\" fill=\"currentColor\" aria-hidden=\"true\" data-slot=\"icon\" class=\"inline-block size-5 text-slate-11\"><path fill-rule=\"evenodd\" d=\"M16.28 11.47a.75.75 0 0 1 0 1.06l-7.5 7.5a.75.75 0 0 1-1.06-1.06L14.69 12 7.72 5.03a.75.75 0 0 1 1.06-1.06l7.5 7.5Z\" clip-rule=\"evenodd\"/></svg></h2>",
"firstParagraph": "400+ active models on 60+ providers",
"paragraphHtml": "<p class=\"text-sm text-muted-foreground\">400+<!-- --> active models on <!-- -->60+<!-- --> <!-- -->providers</p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "Claude Opus 4.8",
"headingHtml": "<h3 class=\"text-lg font-semibold text-foreground\">Claude Opus 4.8</h3>",
"firstParagraph": "by anthropic",
"paragraphHtml": "<p class=\"text-sm text-muted-foreground\">by <!-- -->anthropic</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "GPT-5.5",
"headingHtml": "<h3 class=\"text-lg font-semibold text-foreground\">GPT-5.5</h3>",
"firstParagraph": "by openai",
"paragraphHtml": "<p class=\"text-sm text-muted-foreground\">by <!-- -->openai</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Gemini 3.1 Pro Preview",
"headingHtml": "<h3 class=\"text-lg font-semibold text-foreground\">Gemini 3.1 Pro Preview</h3>",
"firstParagraph": "by google",
"paragraphHtml": "<p class=\"text-sm text-muted-foreground\">by <!-- -->google</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Featured Agents",
"headingHtml": "<h2 class=\"flex items-center gap-1 text-2xl font-semibold mb-1 align-baseline\">Featured Agents <svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 24 24\" fill=\"currentColor\" aria-hidden=\"true\" data-slot=\"icon\" class=\"inline-block size-5 text-slate-11\"><path fill-rule=\"evenodd\" d=\"M16.28 11.47a.75.75 0 0 1 0 1.06l-7.5 7.5a.75.75 0 0 1-1.06-1.06L14.69 12 7.72 5.03a.75.75 0 0 1 1.06-1.06l7.5 7.5Z\" clip-rule=\"evenodd\"/></svg></h2>",
"firstParagraph": "250k+ apps using OpenRouter with 4.2M+ users globally",
"paragraphHtml": "<p class=\"text-sm text-muted-foreground\">250k+ apps using OpenRouter with 4.2M+ users globally</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "Replit",
"headingHtml": "<h3 class=\"text-lg font-semibold mb-1 text-foreground\">Replit</h3>",
"firstParagraph": "The easiest way to go from idea to app",
"paragraphHtml": "<p class=\"text-sm text-muted-foreground\">The easiest way to go from idea to app</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "Hermes Agent",
"headingHtml": "<h3 class=\"text-lg font-semibold mb-1 text-foreground\">Hermes Agent</h3>",
"firstParagraph": "An autonomous agent that grows with you",
"paragraphHtml": "<p class=\"text-sm text-muted-foreground\">An autonomous agent that grows with you</p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "Kilo Code",
"headingHtml": "<h3 class=\"text-lg font-semibold mb-1 text-foreground\">Kilo Code</h3>",
"firstParagraph": "Everything you need for agentic development",
"paragraphHtml": "<p class=\"text-sm text-muted-foreground\">Everything you need for agentic development</p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "Signup",
"headingHtml": "<h3 class=\"text-base md:text-lg font-semibold text-foreground\">Signup</h3>",
"firstParagraph": "Create an account to get started. You can set up an org for your team later.",
"paragraphHtml": "<p class=\"text-sm text-muted-foreground\">Create an account to get started. You can set up an org for your team later.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Buy credits",
"headingHtml": "<h3 class=\"text-base md:text-lg font-semibold text-foreground\">Buy credits</h3>",
"firstParagraph": "Credits can be used with any model or provider.",
"paragraphHtml": "<p class=\"text-sm text-muted-foreground\">Credits can be used with any model or provider.</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "Get your API key",
"headingHtml": "<h3 class=\"text-base md:text-lg font-semibold text-foreground\">Get your API key</h3>",
"firstParagraph": "Create an API key and start making requests. Fully OpenAI compatible.",
"paragraphHtml": "<p class=\"text-sm text-muted-foreground\">Create an API key and start making requests.<!-- --> <a href=\"/docs/quickstart\">Fully OpenAI compatible</a>.</p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
},
{
"heading": "Recent Blog Posts",
"headingHtml": "<h3 class=\"text-xl font-semibold\">Recent Blog Posts</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "A Robot is Sprinting Towards You: Do You Want it Running on Claude or Grok?",
"headingHtml": "<h3 class=\"text-lg font-medium text-foreground group-hover:text-slate-11 transition-colors line-clamp-2\">A Robot is Sprinting Towards You: Do You Want it Running on Claude or Grok?</h3>",
"firstParagraph": "A 30-game battle royale across eleven LLMs, $482 of inference, and one finding that should change how you read model benchmarks.",
"paragraphHtml": "<p class=\"text-slate-11 text-sm leading-relaxed line-clamp-2 hidden sm:block\">A 30-game battle royale across eleven LLMs, $482 of inference, and one finding that should change how you read model benchmarks.</p>",
"words": 21,
"direct": false,
"issue": "First paragraph is 21 words and does not look like a concise direct answer."
},
{
"heading": "May Release Spotlight",
"headingHtml": "<h3 class=\"text-lg font-medium text-foreground group-hover:text-slate-11 transition-colors line-clamp-2\">May Release Spotlight</h3>",
"firstParagraph": "Speech and transcription APIs, Model Fusion, private models, enterprise workspace controls, and 20 new model launches including Gemini 3.5 Flash and Claude Opus 4.8.",
"paragraphHtml": "<p class=\"text-slate-11 text-sm leading-relaxed line-clamp-2 hidden sm:block\">Speech and transcription APIs, Model Fusion, private models, enterprise workspace controls, and 20 new model launches including Gemini 3.5 Flash and Claude Opus 4.8.</p>",
"words": 26,
"direct": false,
"issue": "First paragraph is 26 words and does not look like a concise direct answer."
},
{
"heading": "Guardrails: Protect your Agents, Data, and Costs",
"headingHtml": "<h3 class=\"text-lg font-medium text-foreground group-hover:text-slate-11 transition-colors line-clamp-2\">Guardrails: Protect your Agents, Data, and Costs</h3>",
"firstParagraph": "Configurable security and governance tools for budget enforcement, zero data retention, model and provider restrictions, prompt injection defense, and data loss prevention.",
"paragraphHtml": "<p class=\"text-slate-11 text-sm leading-relaxed line-clamp-2 hidden sm:block\">Configurable security and governance tools for budget enforcement, zero data retention, model and provider restrictions, prompt injection defense, and data loss prevention.</p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "Product",
"headingHtml": "<h3 class=\"font-semibold text-foreground\">Product</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Company",
"headingHtml": "<h3 class=\"font-semibold text-foreground\">Company</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Developer",
"headingHtml": "<h3 class=\"font-semibold text-foreground\">Developer</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Connect",
"headingHtml": "<h3 class=\"font-semibold text-foreground\">Connect</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
}
],
"score": 65,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
Needs attention
AEO: Answer intent coverage
Issue
Missing likely AI Overview intent sections: what, how, benefits, 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": "Featured Models",
"html": "<h2 class=\"flex items-center gap-1 text-2xl font-semibold mb-1 align-baseline\">Featured Models <svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 24 24\" fill=\"currentColor\" aria-hidden=\"true\" data-slot=\"icon\" class=\"inline-block size-5 text-slate-11\"><path fill-rule=\"evenodd\" d=\"M16.28 11.47a.75.75 0 0 1 0 1.06l-7.5 7.5a.75.75 0 0 1-1.06-1.06L14.69 12 7.72 5.03a.75.75 0 0 1 1.06-1.06l7.5 7.5Z\" clip-rule=\"evenodd\"/></svg></h2>"
},
{
"text": "Featured Agents",
"html": "<h2 class=\"flex items-center gap-1 text-2xl font-semibold mb-1 align-baseline\">Featured Agents <svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 24 24\" fill=\"currentColor\" aria-hidden=\"true\" data-slot=\"icon\" class=\"inline-block size-5 text-slate-11\"><path fill-rule=\"evenodd\" d=\"M16.28 11.47a.75.75 0 0 1 0 1.06l-7.5 7.5a.75.75 0 0 1-1.06-1.06L14.69 12 7.72 5.03a.75.75 0 0 1 1.06-1.06l7.5 7.5Z\" clip-rule=\"evenodd\"/></svg></h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is OpenRouter?",
"pattern": {}
},
{
"id": "how",
"label": "How does OpenRouter work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use OpenRouter?",
"pattern": {}
},
{
"id": "cost",
"label": "Is OpenRouter free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does OpenRouter compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is OpenRouter?",
"pattern": {}
},
{
"id": "how",
"label": "How does OpenRouter work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use OpenRouter?",
"pattern": {}
},
{
"id": "cost",
"label": "Is OpenRouter free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does OpenRouter compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 85/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 85/100 and needs improvement.
Needs attention
AIO: Page experience for AIO
Issue
3 image(s) are missing width/height attributes.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Page experience for AIO
Score
85/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Page experience for AIO scored 85/100 and needs improvement.
Evidence
{
"viewportContent": "width=device-width, initial-scale=1, minimum-scale=1",
"visibleWords": 427,
"htmlBytes": 238962,
"imagesMissingDimensions": [
{
"src": "/_next/image?url=%2Fimages%2Fcards%2Ffeatured-apps%2Freplit.png&w=3840&q=75&dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"Replit preview\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover object-center\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"100vw\" srcset=\"/_next/image?url=%2Fimages%2Fcards%2Ffeatured-apps%2Freplit.png&w=640&q=75&dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s 640w, /_next/image?url=%2Fimages%2Fcards%2Ffeatured-apps%2Freplit.png&w=750&q=75&dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s 750w, /_next/i..."
},
{
"src": "/_next/image?url=%2Fimages%2Fcards%2Ffeatured-apps%2Fhermes.png&w=3840&q=75&dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"Hermes Agent preview\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover object-center\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"100vw\" srcset=\"/_next/image?url=%2Fimages%2Fcards%2Ffeatured-apps%2Fhermes.png&w=640&q=75&dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s 640w, /_next/image?url=%2Fimages%2Fcards%2Ffeatured-apps%2Fhermes.png&w=750&q=75&dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s 750w, /_..."
},
{
"src": "/_next/image?url=%2Fimages%2Fcards%2Ffeatured-apps%2Fkilocode.png&w=3840&q=75&dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"Kilo Code preview\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover object-center\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"100vw\" srcset=\"/_next/image?url=%2Fimages%2Fcards%2Ffeatured-apps%2Fkilocode.png&w=640&q=75&dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s 640w, /_next/image?url=%2Fimages%2Fcards%2Ffeatured-apps%2Fkilocode.png&w=750&q=75&dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s 750w, /..."
}
],
"possibleDialogs": [],
"score": 85,
"weight": 10
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Needs attention
AIO: Query intent coverage
Issue
Missing likely AI Overview intent sections: what, how, benefits, 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": "Featured Models",
"html": "<h2 class=\"flex items-center gap-1 text-2xl font-semibold mb-1 align-baseline\">Featured Models <svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 24 24\" fill=\"currentColor\" aria-hidden=\"true\" data-slot=\"icon\" class=\"inline-block size-5 text-slate-11\"><path fill-rule=\"evenodd\" d=\"M16.28 11.47a.75.75 0 0 1 0 1.06l-7.5 7.5a.75.75 0 0 1-1.06-1.06L14.69 12 7.72 5.03a.75.75 0 0 1 1.06-1.06l7.5 7.5Z\" clip-rule=\"evenodd\"/></svg></h2>"
},
{
"text": "Featured Agents",
"html": "<h2 class=\"flex items-center gap-1 text-2xl font-semibold mb-1 align-baseline\">Featured Agents <svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 24 24\" fill=\"currentColor\" aria-hidden=\"true\" data-slot=\"icon\" class=\"inline-block size-5 text-slate-11\"><path fill-rule=\"evenodd\" d=\"M16.28 11.47a.75.75 0 0 1 0 1.06l-7.5 7.5a.75.75 0 0 1-1.06-1.06L14.69 12 7.72 5.03a.75.75 0 0 1 1.06-1.06l7.5 7.5Z\" clip-rule=\"evenodd\"/></svg></h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is OpenRouter?",
"pattern": {}
},
{
"id": "how",
"label": "How does OpenRouter work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use OpenRouter?",
"pattern": {}
},
{
"id": "cost",
"label": "Is OpenRouter free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does OpenRouter compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is OpenRouter?",
"pattern": {}
},
{
"id": "how",
"label": "How does OpenRouter work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use OpenRouter?",
"pattern": {}
},
{
"id": "cost",
"label": "Is OpenRouter free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does OpenRouter 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
2 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": 2,
"questionH2s": 0,
"hasFaq": false,
"nonQuestionH2s": [
{
"index": 1,
"text": "Featured Models",
"isQuestion": false,
"html": "<h2 class=\"flex items-center gap-1 text-2xl font-semibold mb-1 align-baseline\">Featured Models <svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 24 24\" fill=\"currentColor\" aria-hidden=\"true\" data-slot=\"icon\" class=\"inline-block size-5 text-slate-11\"><path fill-rule=\"evenodd\" d=\"M16.28 11.47a.75.75 0 0 1 0 1.06l-7.5 7.5a.75.75 0 0 1-1.06-1.06L14.69 12 7.72 5.03a.75.75 0 0 1 1.06-1.06l7.5 7.5Z\" clip-rule=\"evenodd\"/></svg></h2>"
},
{
"index": 2,
"text": "Featured Agents",
"isQuestion": false,
"html": "<h2 class=\"flex items-center gap-1 text-2xl font-semibold mb-1 align-baseline\">Featured Agents <svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 24 24\" fill=\"currentColor\" aria-hidden=\"true\" data-slot=\"icon\" class=\"inline-block size-5 text-slate-11\"><path fill-rule=\"evenodd\" d=\"M16.28 11.47a.75.75 0 0 1 0 1.06l-7.5 7.5a.75.75 0 0 1-1.06-1.06L14.69 12 7.72 5.03a.75.75 0 0 1 1.06-1.06l7.5 7.5Z\" clip-rule=\"evenodd\"/></svg></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
Response is not valid JSON.
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
Validate resource body
Response is not valid JSON.
Probe authorization endpoint with an authorization-code request
authorization_endpoint is missing from discovery metadata.
Reject unregistered authorization redirects
authorization_endpoint is missing from discovery metadata.
Probe token endpoint with advertised grant type
token_endpoint is missing from discovery metadata.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/openid-configuration",
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html data-dpl-id=\"dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" lang=\"en\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0u3hzzfguwmtw.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0t4cw_r1l-86..css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0xiagmre6htjc.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0djw297mgydyp.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/10_6b8yx"
},
"issue": "Response is not valid JSON.",
"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": ""
},
"issue": "authorization_endpoint is missing from discovery metadata.",
"howToFix": "Advertise only implemented OAuth/OIDC endpoints."
},
{
"id": "authorization-redirect-safety",
"title": "Reject unregistered authorization redirects",
"status": "fail",
"evidence": {
"url": ""
},
"issue": "authorization_endpoint is missing from discovery metadata.",
"howToFix": "Validate clients and redirect_uri values before redirecting."
},
{
"id": "token-endpoint",
"title": "Probe token endpoint with advertised grant type",
"status": "fail",
"evidence": {
"url": ""
},
"issue": "token_endpoint is missing from discovery metadata.",
"howToFix": "Advertise only implemented OAuth/OIDC endpoints."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 3,
"signals": [
{
"source": "visible-text",
"weight": 3,
"match": "signup"
}
]
},
"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
Response is not valid JSON.
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
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": "metadata",
"steps": [
{
"id": "fetch",
"title": "Fetch protected resource metadata",
"status": "pass",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
},
"howToFix": "Publish /.well-known/oauth-protected-resource JSON."
},
{
"id": "metadata",
"title": "Validate protected resource metadata",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html data-dpl-id=\"dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" lang=\"en\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, minimum-scale=1\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0u3hzzfguwmtw.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0t4cw_r1l-86..css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0xiagmre6htjc.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0djw297mgydyp.css?dpl=dpl_2KxqSWvyxWNfBxnoBff3t2HLmC6s\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/10_6b8yx"
},
"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://openrouter.ai"
},
"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://openrouter.ai/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://openrouter.ai/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 200,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://openrouter.ai/.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": 3,
"signals": [
{
"source": "visible-text",
"weight": 3,
"match": "signup"
}
]
},
"resourceFetchSucceeded": true
}Performance and AccessibilityAccessibilityBrowser audit
Background and foreground colors do not have a sufficient contrast ratio.
50 Fail
Performance and AccessibilityAccessibilityBrowser audit
Background and foreground colors do not have a sufficient contrast ratio.
Check name
Background and foreground colors do not have a sufficient contrast ratio.
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Low-contrast text is difficult or impossible for many users to read. [Learn how to provide sufficient color contrast](https://dequeuniversity.com/rules/axe/4.11/color-contrast).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Low-contrast text is difficult or impossible for many users to read. [Learn how to provide sufficient color contrast](https://dequeuniversity.com/rules/axe/4.11/color-contrast)."
}Performance and AccessibilityAccessibilityBrowser audit
Heading elements are not in a sequentially-descending order
50 Fail
Performance and AccessibilityAccessibilityBrowser audit
Heading elements are not in a sequentially-descending order
Check name
Heading elements are not in a sequentially-descending order
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Properly ordered headings that do not skip levels convey the semantic structure of the page, making it easier to navigate and understand when using assistive technologies. [Learn more about heading order](https://dequeuniversity.com/rules/axe/4.11/heading-order).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Properly ordered headings that do not skip levels convey the semantic structure of the page, making it easier to navigate and understand when using assistive technologies. [Learn more about heading order](https://dequeuniversity.com/rules/axe/4.11/heading-order)."
}Performance and AccessibilityPerformanceBrowser audit
Network dependency tree
25 Fail
Performance and AccessibilityPerformanceBrowser audit
Network dependency tree
Check name
Network dependency tree
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
[Avoid chaining critical requests](https://developer.chrome.com/docs/performance/insights/network-dependency-tree) by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load.
References
https://web.dev/learn/performance/Evidence
{
"description": "[Avoid chaining critical requests](https://developer.chrome.com/docs/performance/insights/network-dependency-tree) by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load."
}Performance and AccessibilityPerformanceBrowser audit
Avoid enormous network payloads
13 Warning
Performance and AccessibilityPerformanceBrowser audit
Avoid enormous network payloads
Check name
Avoid enormous network payloads
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Total size was 4,125Â KiB
Fix guidance
Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Total size was 4,125Â KiB",
"description": "Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).",
"numericValue": 4223497
}Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
13 Warning
Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
Check name
Improve image delivery
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 508Â KiB
Fix guidance
Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 508Â KiB",
"description": "Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)"
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
11 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
Check name
Loading performance
Score
57/100
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": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 50,
"displayValue": "2.4Â s",
"numericValue": 2372.066618746348
},
{
"id": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 100,
"displayValue": "0.3Â s",
"numericValue": 321.012689285019
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 10Â ms",
"numericValue": 9
},
{
"id": "interactive",
"title": "Time to Interactive",
"score": 50,
"displayValue": "4.5Â s",
"numericValue": 4494.002165676184
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "0Â ms",
"numericValue": 2.7769199999999996
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 44,
"displayValue": "2.5Â s",
"numericValue": 2452.9378238924637
},
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 11,
"displayValue": "470Â ms",
"numericValue": 465.9999999999991
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 1,
"displayValue": "1,410Â ms",
"numericValue": 1405.4999999999975
}
]
}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 |
|---|---|---|---|
| 54/100 | Level 3, Bot-Aware | Current report |