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    "title": "Programmatic SEO Opportunity Mapper",
    "description": "Turn competitor sitemaps into a scored, prioritized programmatic-SEO opportunity matrix — deterministic title/meta/slug suggestions, schema type, and optional AI-citability scoring. No API key required.",
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  "components": {
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      "inputSchema": {
        "type": "object",
        "required": [
          "targetDomain",
          "competitorDomains"
        ],
        "properties": {
          "targetDomain": {
            "title": "Your domain",
            "type": "string",
            "description": "The domain you want to grow. Its sitemap defines what you already cover."
          },
          "competitorDomains": {
            "title": "Competitor domains",
            "type": "array",
            "description": "1–10 competitor domains. Their sitemaps are crawled to find opportunities you are missing.",
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              "type": "string"
            }
          },
          "maxRows": {
            "title": "Max opportunity rows",
            "minimum": 1,
            "maximum": 5000,
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            "default": 500
          },
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          },
          "urlFocus": {
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            "enum": [
              "content",
              "all"
            ],
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          },
          "crawlPages": {
            "title": "Fetch each page (richer topics)",
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            "description": "When on, fetch each page for titles/headings instead of inferring topics from URL slugs. Slower but more accurate.",
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          },
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            "title": "Clustering similarity threshold",
            "minimum": 0,
            "maximum": 1,
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            "description": "Jaccard similarity (0–1) required to merge two topics into one family. Lower = bigger families.",
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          },
          "includeAIGeoReadiness": {
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            "type": "boolean",
            "description": "When on, fetch the top competitor URL for each opportunity and attach a citability score (0–100) and grade (A–D) using the same adapter as the GEO Readiness Auditor. Robots-honored, capped at 50 page fetches.",
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          }
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              "status": {
                "type": "string",
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              },
              "meta": {
                "type": "object",
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                  "origin": {
                    "type": "string",
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                  "userAgent": {
                    "type": "string"
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