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    "title": "TikTok Shop Listing Health Check",
    "description": "Audit a TikTok Shop product and get one 0-100 health score back, broken into review, content, keyword, competitive, creator, category and shop dimensions — each with a ranked, evidence-backed list of specific fixes. Deterministic scoring, not an AI summary; toggle off any dimension to control cost.",
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      "inputSchema": {
        "type": "object",
        "required": [
          "product_ids",
          "region"
        ],
        "properties": {
          "product_ids": {
            "title": "Products",
            "type": "array",
            "description": "One or more TikTok Shop products to fetch. Paste product page links, or product IDs — both work, and you can mix them.",
            "items": {
              "type": "string"
            }
          },
          "region": {
            "title": "Region",
            "enum": [
              "US",
              "GB",
              "SG",
              "MY",
              "PH",
              "TH",
              "VN",
              "JP",
              "MX"
            ],
            "type": "string",
            "description": "Which TikTok Shop storefront to read. This changes the products, prices, and currency you get back — not just the display language.",
            "default": "US"
          },
          "keyword": {
            "title": "Search Keyword",
            "type": "string",
            "description": "Product keyword to search for on TikTok Shop."
          },
          "reviewSampleSize": {
            "title": "Review Sample Size",
            "minimum": 0,
            "type": "integer",
            "description": "How many recent reviews to pull per product before analysing them. A larger sample surfaces quieter themes but costs one larger request per product. 0 asks for the upstream ceiling of 500.",
            "default": 100
          },
          "includeKeywordCoverage": {
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          },
          "includeCompetitive": {
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          },
          "includeCreators": {
            "title": "Score Creator Presence",
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            "default": true
          },
          "includeCategoryBenchmark": {
            "title": "Score Category Benchmark",
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          },
          "includeShopSignal": {
            "title": "Score Shop Signal",
            "type": "boolean",
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          }
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