{
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  "info": {
    "title": "Yelp Scraper - Extract Business Data, Contacts & Reviews",
    "description": "Scrape Yelp businesses at scale. Extract name, rating, reviews, price range, categories, address, phone, website, hours, GPS coordinates, claimed status, photos count and recent reviews. Supports keyword search mode and direct Yelp URL mode. Residential proxies recommended for production-scale use.",
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        "properties": {
          "searchQuery": {
            "title": "Search Query",
            "type": "string",
            "description": "Use this when the user provides a keyword, business type, or category (e.g. 'restaurants', 'dentists', 'coffee shops', 'auto repair'). Do NOT use this when the user provides specific Yelp URLs — use Start URLs for that instead.",
            "default": "restaurants"
          },
          "location": {
            "title": "Location",
            "type": "string",
            "description": "City, state, ZIP code, or address to search in. Examples: 'New York, NY', 'Los Angeles, CA', '90210', 'Chicago Downtown'. Paired with Search Query. Ignored when Start URLs are provided.",
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          },
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            "title": "Start URLs",
            "type": "array",
            "description": "Use this when the user provides direct Yelp business page URLs (e.g. https://www.yelp.com/biz/joes-pizza-new-york). Do NOT use this for keyword searches — use Search Query instead. Accepts multiple URLs.",
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                "url"
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          },
          "maxResults": {
            "title": "Max Results",
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            "maximum": 1000,
            "type": "integer",
            "description": "Maximum number of businesses to scrape and return. Each business = 1 billable event at $0.003. Start with 10–50 to test before scaling.",
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          },
          "includeReviews": {
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          "maxReviewsPerBusiness": {
            "title": "Max Reviews Per Business",
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            "maximum": 20,
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          },
          "proxyType": {
            "title": "Proxy Type",
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              "residential",
              "none"
            ],
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            "description": "Proxy strategy for scraping. 'datacenter' is fast and cost-effective — start here. Switch to 'residential' if you encounter blocks (slower, higher cost). 'none' for local testing only — will likely be blocked by Yelp.",
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                "type": "string"
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                "type": "string",
                "format": "date-time",
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                "type": "string",
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              },
              "meta": {
                "type": "object",
                "properties": {
                  "origin": {
                    "type": "string",
                    "example": "API"
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                  "userAgent": {
                    "type": "string"
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              "stats": {
                "type": "object",
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                  "inputBodyLen": {
                    "type": "integer",
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                  "rebootCount": {
                    "type": "integer",
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                  },
                  "computeUnits": {
                    "type": "integer",
                    "example": 0
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              },
              "options": {
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                "properties": {
                  "build": {
                    "type": "string",
                    "example": "latest"
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                  "timeoutSecs": {
                    "type": "integer",
                    "example": 300
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                  "memoryMbytes": {
                    "type": "integer",
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              "defaultKeyValueStoreId": {
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              "containerUrl": {
                "type": "string"
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              "usage": {
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                  "DATASET_READS": {
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