{
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    "title": "Hotfrog Business Directory Scraper",
    "description": "[💰 $2.5 / 1K] Extract business listings from Hotfrog directories across 25+ countries — name, address, phone, website, email, coordinates, hours, categories, and social links. Search by category and city, browse cities, or paste profile URLs. Clean data for lead generation.",
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        "type": "object",
        "properties": {
          "searchTerms": {
            "title": "Categories / Search Terms",
            "type": "array",
            "description": "Business categories or keywords to look up (e.g. 'plumber', 'restaurant', 'dentist', 'accountant'). Each term is searched in every location below, so you can cover many categories in one run. Leave empty to browse every business in the chosen locations instead.",
            "items": {
              "type": "string"
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          },
          "locations": {
            "title": "Locations",
            "type": "array",
            "description": "Cities or areas to search in (e.g. 'new-york', 'los-angeles', 'london', 'sydney'). Use hyphens for multi-word cities. Each location is combined with every search term above. Leave empty to search across the whole country.",
            "items": {
              "type": "string"
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          },
          "country": {
            "title": "Country",
            "enum": [
              "us",
              "gb",
              "au",
              "ca",
              "ie",
              "nz",
              "de",
              "fr",
              "es",
              "it",
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            "type": "string",
            "description": "Which Hotfrog country directory to search. Each country has its own listings.",
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          },
          "startUrls": {
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          "includeDetails": {
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          },
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