{
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  "info": {
    "title": "Yellow Pages US Scraper",
    "description": "[💰 $0.8 / 1K] Extract US business listings from Yellow Pages — name, address, phone, website, email, hours, services, ratings, and optional client reviews. Search by keyword + location, paste category URLs, or pull individual business profiles.",
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  "components": {
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      "inputSchema": {
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        "properties": {
          "searchTerms": {
            "title": "Search Terms",
            "type": "array",
            "description": "Keywords or business categories to search (e.g. plumbers, dentists, pizza). Each term is cross-joined with every entry in Locations — for example, 2 terms x 3 locations = 6 searches.",
            "items": {
              "type": "string"
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          },
          "locations": {
            "title": "Locations",
            "type": "array",
            "description": "Cities, 'City, ST', or US ZIP codes (e.g. 'Los Angeles, CA', '90210', 'Brooklyn, NY'). Cross-joined with Search Terms.",
            "items": {
              "type": "string"
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          },
          "startUrls": {
            "title": "Yellow Pages URLs",
            "type": "array",
            "description": "Paste one or more Yellow Pages URLs. Accepts search results (yellowpages.com/search?...), city-category pages (yellowpages.com/los-angeles-ca/restaurants), or individual business profiles (yellowpages.com/.../mip/<slug>-<id>). Filters in the URL are honored as-is.",
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            "title": "Sort Listings By",
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              "default",
              "distance",
              "name",
              "rating"
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            "default": "default"
          },
          "includeReviews": {
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            "description": "Embed each business's customer reviews on the result row. Off by default — turning this on makes runs slower and more expensive, since each business needs additional review-page fetches.",
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          },
          "maxReviewsPerBusiness": {
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            "description": "Cap on the number of reviews captured per business when 'Include Client Reviews' is on (most recent first). Set to 0 to capture every available review (an internal hard cap of ~2,000 reviews per business still applies). Ignored when reviews are disabled.",
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          },
          "maxResults": {
            "title": "Max Results",
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            "description": "Hard cap on total business rows across all searches and URLs. Default 100 — increase for bigger runs, or set to 0 for no cap (an internal upper limit of 100,000 still applies). The actor stops requesting new listing pages once this number is reached but keeps the full final page even if it slightly overshoots. A single search term + location pair caps out at roughly 6,000 results (Yellow Pages itself rarely returns more) — split a large request across multiple cities or ZIPs to gather more.",
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              },
              "userId": {
                "type": "string"
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              "startedAt": {
                "type": "string",
                "format": "date-time",
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              "finishedAt": {
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              },
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