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      "heading": "129 signals across 15 readiness areas for the AI agent age.",
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      "direct": false,
      "issue": "First paragraph is 31 words and does not look like a concise direct answer."
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    {
      "heading": "Agent-readiness field notes",
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      "issue": "No paragraph follows this heading."
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    {
      "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": "Integrate the MCP Server. Automate CLI in CI/CD.",
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      "paragraphHtml": "<p class=\"mt-4 mx-auto max-w-2xl text-base leading-relaxed theme-muted\">The readiness scanner operates as a standalone CLI tool, an MCP server, and a CI/CD regression gate. Connect it to Claude or Cursor for local repair workflows, run public or localhost scans from the terminal, and compare saved reports to block regressions before a preview build ships.</p>",
      "words": 48,
      "direct": false,
      "issue": "First paragraph is 48 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>",
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      "issue": "First paragraph is 22 words and does not look like a concise direct answer."
    },
    {
      "heading": "Questions about AI SEO and agent-readiness scans",
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      "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.",
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    "agent",
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    "audits",
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    "agents"
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      "reasons": [
        "Too short for a citation-ready passage (48 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"mt-4 mx-auto max-w-2xl text-base leading-relaxed theme-muted\">The readiness scanner operates as a standalone CLI tool, an MCP server, and a CI/CD regression gate. Connect it to Claude or Cursor for local repair workflows, run public or localhost scans from the terminal, and compare saved reports to block regressions before a preview build ships.</p>"
    },
    {
      "index": 43,
      "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": 44,
      "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": 45,
      "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.",
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      "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>"
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  ],
  "citableParagraphs": [],
  "score": 75,
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{
  "signals": {
    "author": true,
    "publisher": false,
    "freshnessDate": true,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "publisher"
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  "authorMeta": "Senior Editor",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [
    "2026-06-03T18:36:41.000Z"
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  "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": 2,
  "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,
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  "missingFromDescription": [
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  "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": "Integrate the MCP Server. Automate CLI in CI/CD.",
      "html": "<h2 id=\"mcp-guide-title\" class=\"text-3xl font-semibold leading-tight md:text-4xl\">Integrate the MCP Server. Automate CLI in CI/CD.</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": "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": {}
    }
  ],
  "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/)"
}

{
  "displayValue": "2 errors found",
  "description": "If your robots.txt file is malformed, crawlers may not be able to understand how you want your website to be crawled or indexed. [Learn more about robots.txt](https://developer.chrome.com/docs/lighthouse/seo/invalid-robots-txt/)."
}

{
  "displayValue": "10.0 s",
  "description": "Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).",
  "numericValue": 10019.347999999984
}

{
  "checks": [
    {
      "id": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 0,
      "displayValue": "4.8 s",
      "numericValue": 4758.0504
    },
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 0,
      "displayValue": "10.5 s",
      "numericValue": 10534.615849999998
    },
    {
      "id": "speed-index",
      "title": "Speed Index",
      "score": 0,
      "displayValue": "7.6 s",
      "numericValue": 7645.609245531483
    },
    {
      "id": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 0,
      "displayValue": "8,570 ms",
      "numericValue": 8572.81955
    },
    {
      "id": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 0,
      "displayValue": "2,210 ms",
      "numericValue": 2205
    },
    {
      "id": "server-response-time",
      "title": "Initial server response time was short",
      "score": 100,
      "displayValue": "Root document took 220 ms",
      "numericValue": 216.645
    },
    {
      "id": "interactive",
      "title": "Time to Interactive",
      "score": 0,
      "displayValue": "16.4 s",
      "numericValue": 16402.8987
    },
    {
      "id": "uses-rel-preconnect",
      "title": "Preconnect to required origins",
      "score": 100,
      "displayValue": "",
      "numericValue": 0
    },
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "0 ms",
      "numericValue": 1.6875
    },
    {
      "id": "third-party-summary",
      "title": "Reduce the impact of third-party code",
      "score": 0,
      "displayValue": "Third-party code blocked the main thread for 3,970 ms"
    },
    {
      "id": "largest-contentful-paint-element",
      "title": "Largest Contentful Paint element",
      "score": 0,
      "displayValue": "10,530 ms"
    }
  ]
}

{
  "checks": [
    {
      "id": "image-aspect-ratio",
      "title": "Displays images with correct aspect ratio",
      "score": 100
    },
    {
      "id": "uses-responsive-images",
      "title": "Properly size images",
      "score": 50,
      "displayValue": "Est savings of 114 KiB",
      "numericValue": 0
    }
  ]
}