{
  "sectionCount": 11,
  "passing": 3,
  "failing": [
    {
      "heading": "129 signals across 15 readiness areas for the AI agent age.",
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      "firstParagraph": "The scanner measures whether websites and web apps give AI systems the signals they need to discover public pages, trust crawler policy, understand content, call documented APIs, and complete approved workflows.",
      "paragraphHtml": "<p class=\"mt-4 max-w-2xl text-sm leading-6 theme-muted\">The scanner measures whether websites and web apps give AI systems the signals they need to discover public pages, trust crawler policy, understand content, call documented APIs, and complete approved workflows.</p>",
      "words": 31,
      "direct": false,
      "issue": "First paragraph is 31 words and does not look like a concise direct answer."
    },
    {
      "heading": "Agent-readiness field notes",
      "headingHtml": "<h2 id=\"latest-blog-heading\" class=\"mt-2 text-3xl font-semibold sm:text-4xl\">Agent-readiness field notes</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Best AI SEO Tools: 11 Checks Before You Buy",
      "headingHtml": "<h3 class=\"mt-3 text-xl font-semibold leading-tight\">Best AI SEO Tools: 11 Checks Before You Buy</h3>",
      "firstParagraph": "Compare AI SEO tools with 11 checks for crawler access, visibility tracking, schema, llms.txt, OpenAPI, MCP, reporting, remediation, proof, and fixes.",
      "paragraphHtml": "<p class=\"mt-3 line-clamp-3 text-sm leading-6 theme-muted\">Compare AI SEO tools with 11 checks for crawler access, visibility tracking, schema, llms.txt, OpenAPI, MCP, reporting, remediation, proof, and fixes.</p>",
      "words": 22,
      "direct": false,
      "issue": "First paragraph is 22 words and does not look like a concise direct answer."
    },
    {
      "heading": "AI Crawler Audit: Robots.txt Is Not Enough",
      "headingHtml": "<h3 class=\"mt-3 text-xl font-semibold leading-tight\">AI Crawler Audit: Robots.txt Is Not Enough</h3>",
      "firstParagraph": "Run a 7-layer AI crawler audit across 13 bots, robots.txt, Content-Signal, WAF rules, status codes, logs, IP verification, retrieval proof, and fixes.",
      "paragraphHtml": "<p class=\"mt-3 line-clamp-3 text-sm leading-6 theme-muted\">Run a 7-layer AI crawler audit across 13 bots, robots.txt, Content-Signal, WAF rules, status codes, logs, IP verification, retrieval proof, and fixes.</p>",
      "words": 23,
      "direct": false,
      "issue": "First paragraph is 23 words and does not look like a concise direct answer."
    },
    {
      "heading": "MCP in your IDE",
      "headingHtml": "<h3 class=\"mt-4 text-xl font-semibold\">MCP in your IDE</h3>",
      "firstParagraph": "Connect CanAgentUse to Codex, Claude Desktop, or Cursor so failed checks turn into direct repair prompts inside your coding workflow.",
      "paragraphHtml": "<p class=\"mt-3 text-sm leading-6 theme-muted\">Connect CanAgentUse to Codex, Claude Desktop, or Cursor so failed checks turn into direct repair prompts inside your coding workflow.</p>",
      "words": 20,
      "direct": false,
      "issue": "First paragraph is 20 words and does not look like a concise direct answer."
    },
    {
      "heading": "CI in pull requests",
      "headingHtml": "<h3 class=\"mt-4 text-xl font-semibold\">CI in pull requests</h3>",
      "firstParagraph": "Turn the scanner into a release check that compares baseline and preview results before changes reach production.",
      "paragraphHtml": "<p class=\"mt-3 text-sm leading-6 theme-muted\">Turn the scanner into a release check that compares baseline and preview results before changes reach production.</p>",
      "words": 17,
      "direct": false,
      "issue": "First paragraph is 17 words and does not look like a concise direct answer."
    },
    {
      "heading": "Want help making your site agent-ready?",
      "headingHtml": "<h2 id=\"scanner-connect-title\" class=\"mt-3 max-w-2xl text-3xl font-semibold leading-tight md:text-4xl\">Want help making your site agent-ready?</h2>",
      "firstParagraph": "Send your site and goals. We can review readiness gaps, implementation options, and the right next step before or after you scan.",
      "paragraphHtml": "<p class=\"mt-4 max-w-xl text-sm leading-6 theme-muted\">Send your site and goals. We can review readiness gaps, implementation options, and the right next step before or after you scan.</p>",
      "words": 22,
      "direct": false,
      "issue": "First paragraph is 22 words and does not look like a concise direct answer."
    },
    {
      "heading": "Questions about AI SEO and agent-readiness scans",
      "headingHtml": "<h2 id=\"faq-heading\" class=\"mt-3 text-3xl font-semibold leading-tight sm:text-4xl\">Questions about AI SEO and agent-readiness scans</h2>",
      "firstParagraph": "The scanner focuses on the public, machine-readable, technical, and content signals that AI search systems and agents need before they can cite, understand, or use a website reliably.",
      "paragraphHtml": "<p class=\"mt-5 max-w-xl text-base leading-7 theme-muted\">The scanner focuses on the public, machine-readable, technical, and content signals that AI search systems and agents need before they can cite, understand, or use a website reliably.</p>",
      "words": 28,
      "direct": false,
      "issue": "First paragraph is 28 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 28
}

{
  "title": "CanAgentUse Scanner | AI SEO and Agent-Readiness Audits",
  "h1": "Is your website ready for AI agents?",
  "description": "Run deep AI SEO and agent-readiness audits across crawler policy, structured data, performance, accessibility, API discovery, OAuth, MCP, WebMCP, agent skills, and commerce signals.",
  "topicOverlap": 0.4444444444444444,
  "topicTerms": [
    "canagentuse",
    "scanner",
    "seo",
    "agent",
    "readiness",
    "audits",
    "website",
    "ready",
    "agents"
  ],
  "descriptionTerms": [
    "run",
    "deep",
    "seo",
    "agent",
    "readiness",
    "audits",
    "across",
    "crawler",
    "policy",
    "structured",
    "data",
    "performance",
    "accessibility",
    "api",
    "discovery",
    "oauth",
    "mcp",
    "webmcp",
    "skills"
  ],
  "missingFromDescription": [
    "canagentuse",
    "scanner",
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  "score": 83,
  "weight": 28
}

{
  "candidatePassages": 3,
  "citablePassages": 0,
  "failingCandidateParagraphs": [
    {
      "index": 32,
      "heading": "H2: Questions about AI SEO and agent-readiness scans",
      "text": "CanAgentUse checks AI SEO, crawler policy, structured data, semantic HTML, performance, accessibility, API catalog, OpenAPI, OAuth/OIDC discovery, protected resource metadata, MCP, WebMCP, A2A, agent skills, Web Bot Auth, AI training policy, and agent commerce signals such as x402, MPP, UCP, and ACP.",
      "words": 43,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (43 words; target 80-220)."
      ],
      "html": "<p class=\"mt-3 max-w-3xl text-base leading-7 theme-muted\">CanAgentUse checks AI SEO, crawler policy, structured data, semantic HTML, performance, accessibility, API catalog, OpenAPI, OAuth/OIDC discovery, protected resource metadata, MCP, WebMCP, A2A, agent skills, Web Bot Auth, AI training policy, and agent commerce signals such as x402, MPP, UCP, and ACP.</p>"
    },
    {
      "index": 33,
      "heading": "H2: Questions about AI SEO and agent-readiness scans",
      "text": "No. Robots.txt and llms.txt are only a small part of the scan. The report also evaluates content extraction, AI SEO, structured data, API discovery, authentication metadata, MCP and WebMCP surfaces, agent-facing skills, security headers, performance, accessibility, and commerce-readiness metadata.",
      "words": 41,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (41 words; target 80-220)."
      ],
      "html": "<p class=\"mt-3 max-w-3xl text-base leading-7 theme-muted\">No. Robots.txt and llms.txt are only a small part of the scan. The report also evaluates content extraction, AI SEO, structured data, API discovery, authentication metadata, MCP and WebMCP surfaces, agent-facing skills, security headers, performance, accessibility, and commerce-readiness metadata.</p>"
    },
    {
      "index": 34,
      "heading": "H2: Questions about AI SEO and agent-readiness scans",
      "text": "Yes. It checks API catalog discovery, OpenAPI or Swagger documents, OAuth and OIDC discovery metadata, OAuth Protected Resource metadata, MCP server cards, mcp.json, WebMCP manifests, browser tool annotations, A2A agent cards, agent.json, agents.json, and agent skills indexes.",
      "words": 40,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (40 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"mt-3 max-w-3xl text-base leading-7 theme-muted\">Yes. It checks API catalog discovery, OpenAPI or Swagger documents, OAuth and OIDC discovery metadata, OAuth Protected Resource metadata, MCP server cards, mcp.json, WebMCP manifests, browser tool annotations, A2A agent cards, agent.json, agents.json, and agent skills indexes.</p>"
    }
  ],
  "citableParagraphs": [],
  "score": 75,
  "weight": 18
}

{
  "signals": {
    "author": true,
    "publisher": false,
    "freshnessDate": true,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "publisher"
  ],
  "authorMeta": "Senior Editor",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [
    "2026-06-08T10:31:58.000Z"
  ],
  "visibleDates": [
    "2026-06-07",
    "2026-06-06",
    "2026-06-05"
  ],
  "aboutLinks": [
    {
      "href": "/docs",
      "text": "About CanAgentUse",
      "html": "<a class=\"focus-ring rounded-lg underline underline-offset-4 hover:theme-accent transition-colors duration-200\" href=\"/docs\" data-mcp-tool=\"open_about\" tool-name=\"open_about\" tool-description=\"Open information about CanAgentUse\">About CanAgentUse</a>"
    }
  ],
  "contactLinks": [
    {
      "href": "/docs",
      "text": "Contact support",
      "html": "<a class=\"focus-ring rounded-lg underline underline-offset-4 hover:theme-accent transition-colors duration-200\" href=\"/docs\" data-mcp-tool=\"open_support\" tool-name=\"open_support\" tool-description=\"Open support and contact information\">Contact support</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "/llms.txt",
      "text": "Terms for agents",
      "html": "<a class=\"focus-ring rounded-lg underline underline-offset-4 hover:theme-accent transition-colors duration-200\" href=\"/llms.txt\" data-mcp-tool=\"open_agent_terms\" tool-name=\"open_agent_terms\" tool-description=\"Open machine-readable terms and guidance for agents\">Terms for agents</a>"
    }
  ],
  "score": 80,
  "weight": 22
}

{
  "hasSummary": false,
  "tableCount": 0,
  "tablesWithHead": 0,
  "tablesMissingThead": [],
  "orderedLists": 0,
  "hasFaq": true,
  "definitionPatterns": 3,
  "schemaBlocks": 3,
  "missingSignals": [
    "optional top summary / TL;DR / key takeaways block",
    "table with <thead> only if the page already has tabular/comparative data",
    "ordered list only if the page explains a workflow/process"
  ],
  "score": 85,
  "weight": 24
}

{
  "title": "CanAgentUse Scanner | AI SEO and Agent-Readiness Audits",
  "h1": "Is your website ready for AI agents?",
  "description": "Run deep AI SEO and agent-readiness audits across crawler policy, structured data, performance, accessibility, API discovery, OAuth, MCP, WebMCP, agent skills, and commerce signals.",
  "topicOverlap": 0.4444444444444444,
  "definitionCount": 3,
  "topicTerms": [
    "canagentuse",
    "scanner",
    "seo",
    "agent",
    "readiness",
    "audits",
    "website",
    "ready",
    "agents"
  ],
  "descriptionTerms": [
    "run",
    "deep",
    "seo",
    "agent",
    "readiness",
    "audits",
    "across",
    "crawler",
    "policy",
    "structured",
    "data",
    "performance",
    "accessibility",
    "api",
    "discovery",
    "oauth",
    "mcp",
    "webmcp",
    "skills"
  ],
  "missingFromDescription": [
    "canagentuse",
    "scanner",
    "website",
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    "agents"
  ],
  "score": 86,
  "weight": 18
}

{
  "headings": [
    {
      "text": "129 signals across 15 readiness areas for the AI agent age.",
      "html": "<h2 id=\"scanner-coverage-heading\" class=\"mt-3 max-w-xl text-4xl font-semibold leading-[1.05] sm:text-5xl\">129<!-- --> signals across <!-- -->15<!-- --> readiness areas for the AI agent age.</h2>"
    },
    {
      "text": "Agent-readiness field notes",
      "html": "<h2 id=\"latest-blog-heading\" class=\"mt-2 text-3xl font-semibold sm:text-4xl\">Agent-readiness field notes</h2>"
    },
    {
      "text": "Fix failing checks inside the tools your team already uses.",
      "html": "<h2 id=\"integration-guide-title\" class=\"mt-3 max-w-3xl text-3xl font-semibold leading-tight sm:text-4xl\">Fix failing checks inside the tools your team already uses.</h2>"
    },
    {
      "text": "Want help making your site agent-ready?",
      "html": "<h2 id=\"scanner-connect-title\" class=\"mt-3 max-w-2xl text-3xl font-semibold leading-tight md:text-4xl\">Want help making your site agent-ready?</h2>"
    },
    {
      "text": "Questions about AI SEO and agent-readiness scans",
      "html": "<h2 id=\"faq-heading\" class=\"mt-3 text-3xl font-semibold leading-tight sm:text-4xl\">Questions about AI SEO and agent-readiness scans</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is CanAgentUse Scanner?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does CanAgentUse Scanner work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use CanAgentUse Scanner?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is CanAgentUse Scanner free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does CanAgentUse Scanner compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is CanAgentUse Scanner?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does CanAgentUse Scanner work?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is CanAgentUse Scanner free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does CanAgentUse Scanner compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 8
}

{
  "failedStep": "protected-route-challenge",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch protected resource metadata",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "statusCode": 200,
        "contentType": "application/oauth-protected-resource+json; charset=utf-8"
      },
      "howToFix": "Publish /.well-known/oauth-protected-resource JSON."
    },
    {
      "id": "metadata",
      "title": "Validate protected resource metadata",
      "status": "pass",
      "evidence": {
        "valid": true,
        "compatibleContentType": true,
        "hasResource": true,
        "authorizationServerCount": 1,
        "resource": "https://canagentuse.com",
        "resourceIssues": [],
        "authServerIssues": [],
        "scopesSupported": [
          "scan:read",
          "scan:write"
        ],
        "bearerMethodsSupported": [
          "header"
        ],
        "rawExcerpt": "{\"resource\":\"https://canagentuse.com\",\"authorization_servers\":[\"https://canagentuse.com/.well-known/oauth-authorization-server\"],\"scopes_supported\":[\"scan:read\",\"scan:write\"],\"bearer_methods_supported\":[\"header\"],\"resource_documentation\":\"https://canagentuse.com/api\"}"
      },
      "howToFix": "Publish resource and authorization_servers as absolute URLs."
    },
    {
      "id": "resource-identity",
      "title": "Validate protected resource identity",
      "status": "pass",
      "evidence": {
        "resource": "https://canagentuse.com",
        "expectedResource": "https://canagentuse.com"
      },
      "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": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/api/admin/scans",
            "statusCode": 401,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://canagentuse.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "metadataResource": "https://canagentuse.com",
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 401,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://canagentuse.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "metadataResource": "https://canagentuse.com",
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 200,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://canagentuse.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "metadataResource": "https://canagentuse.com",
            "resourceMatchesRequestContext": true
          }
        ]
      },
      "issue": "A protected route returned 401 without a valid WWW-Authenticate: Bearer challenge, matching resource_metadata URL, or matching protected resource identifier.",
      "howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 12,
    "signals": [
      {
        "source": "button:attribute",
        "weight": 3,
        "match": "auth control annotation"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "oauth"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "oidc"
      }
    ]
  },
  "resourceFetchSucceeded": true
}

{
  "description": "Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. [Learn more about this errors in console diagnostic audit](https://developer.chrome.com/docs/lighthouse/best-practices/errors-in-console/)"
}

{
  "description": "Issues logged to the `Issues` panel in Chrome Devtools indicate unresolved problems. They can come from network request failures, insufficient security controls, and other browser concerns. Open up the Issues panel in Chrome DevTools for more details on each issue."
}

{
  "displayValue": "Est savings of 12 KiB",
  "description": "Polyfills and transforms enable older browsers to use new JavaScript features. However, many aren't necessary for modern browsers. Consider modifying your JavaScript build process to not transpile [Baseline](https://web.dev/articles/baseline-and-polyfills) features, unless you know you must support older browsers. [Learn why most sites can deploy ES6+ code without transpiling](https://developer.chrome.com/docs/performance/insights/legacy-javascript)"
}

{
  "displayValue": "Est savings of 113 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)"
}

{
  "description": "Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path."
}

{
  "displayValue": "Est savings of 89 KiB",
  "description": "A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache)."
}