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    "title": "Franchise Investment Data — FDD Costs, Fees & Unit Counts",
    "description": "Returns one structured record per US franchise brand: initial investment range, franchise fee, royalty and ad-fund rates, unit counts and 3-year growth, FDD Item 19 revenue, and derived payback, fee-burden and health scores. 171 brands read out of filed Franchise Disclosure Documents. No PII.",
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            "title": "Brands",
            "type": "array",
            "description": "Slugs or brand names, e.g. [\"dunkin\",\"Great Clips\"]. Leave empty to browse the whole dataset with the filters below.",
            "items": {
              "type": "string"
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          },
          "categories": {
            "title": "Categories",
            "type": "array",
            "description": "Restrict to these categories: Automotive, Business Services, Casual Dining, Education, Fitness, Food, Health and Wellness, Home Services, Hospitality, Personal Services, Pet, QSR, Real Estate, Retail, Senior Care, Staffing.",
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            "minimum": 0,
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          "updatedSince": {
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            "type": "string",
            "description": "ISO date, e.g. 2025-01-01. Keep only brands whose latest FDD is from that year onward — use it to sync incrementally instead of re-pulling the whole dataset."
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            "type": "boolean",
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            "default": false
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            "title": "Include the full fee schedule",
            "type": "boolean",
            "description": "Attach every other upfront and recurring fee named in FDD Items 5 and 6 — technology, local advertising, POS, renewal, transfer.",
            "default": false
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          "includeUnitHistory": {
            "title": "Include unit history",
            "type": "boolean",
            "description": "Attach the three-year outlet table from FDD Item 20 so you can see whether the system is opening or closing locations.",
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          }
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