{
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  "info": {
    "title": "Yelp Business Scraper",
    "description": "Scrape Yelp business listings and optional visible reviews from search queries or direct business URLs. Return structured names, ratings, review counts, categories, phone, website, address, coordinates, claimed status, and source metadata for local lead research and AI-agent workflows.",
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  "components": {
    "schemas": {
      "inputSchema": {
        "type": "object",
        "properties": {
          "searchTerms": {
            "title": "Search terms",
            "type": "array",
            "description": "Use this when you want Yelp search results. Enter one or more business categories or keywords, for example [\"coffee shops\", \"plumbers\"]. Pair with locations; direct business URLs can be used instead.",
            "default": [
              "coffee shops"
            ],
            "items": {
              "type": "string"
            }
          },
          "locations": {
            "title": "Locations",
            "type": "array",
            "description": "Use this with search terms to localize results. Enter cities, regions, or postal codes, for example [\"Austin, TX\"]. This is not a business URL field.",
            "default": [
              "Austin, TX"
            ],
            "items": {
              "type": "string"
            }
          },
          "startUrls": {
            "title": "Start URLs",
            "type": "array",
            "description": "Use this when you already have Yelp search or business URLs. Accepts full https://www.yelp.com URLs; for example [{\"url\":\"https://www.yelp.com/biz/example\"}]. This supplements search terms.",
            "default": [],
            "items": {
              "type": "object",
              "required": [
                "url"
              ],
              "properties": {
                "url": {
                  "type": "string",
                  "title": "URL of a web page",
                  "format": "uri"
                }
              }
            }
          },
          "maxResults": {
            "title": "Maximum results",
            "minimum": 1,
            "maximum": 500,
            "type": "integer",
            "description": "Use this to cap total unique businesses returned. Defaults to 25; this is a result cap, not a page count.",
            "default": 25
          },
          "maxPagesPerSearch": {
            "title": "Pages per search",
            "minimum": 1,
            "maximum": 20,
            "type": "integer",
            "description": "Use this to control Yelp search pagination. Defaults to 3 pages; each page is requested sequentially with a short delay.",
            "default": 3
          },
          "includeReviews": {
            "title": "Include reviews",
            "type": "boolean",
            "description": "Use this when you need the first visible Yelp reviews from each business page. Defaults to false because reviews increase runtime and target-site load.",
            "default": false
          },
          "maxReviewsPerBusiness": {
            "title": "Reviews per business",
            "minimum": 1,
            "maximum": 20,
            "type": "integer",
            "description": "Use this with Include reviews to cap reviews per business. Defaults to 5 and maximum 20.",
            "default": 5
          },
          "proxyConfiguration": {
            "title": "Proxy configuration",
            "type": "object",
            "description": "Use this when Yelp needs an Apify Proxy or your own proxy setup. Defaults to Apify residential proxy with a US country preference.",
            "default": {
              "useApifyProxy": true,
              "apifyProxyGroups": [
                "BUYPROXIES94952"
              ],
              "apifyProxyCountry": "US"
            }
          }
        }
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                "type": "string"
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              },
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                    "type": "string",
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                  "userAgent": {
                    "type": "string"
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                }
              },
              "stats": {
                "type": "object",
                "properties": {
                  "inputBodyLen": {
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                  "rebootCount": {
                    "type": "integer",
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                  },
                  "computeUnits": {
                    "type": "integer",
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                  }
                }
              },
              "options": {
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                "properties": {
                  "build": {
                    "type": "string",
                    "example": "latest"
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                  "timeoutSecs": {
                    "type": "integer",
                    "example": 300
                  },
                  "memoryMbytes": {
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              "buildId": {
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              "defaultKeyValueStoreId": {
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              "defaultDatasetId": {
                "type": "string"
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              "defaultRequestQueueId": {
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              "buildNumber": {
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              "containerUrl": {
                "type": "string"
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              "usage": {
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                  "ACTOR_COMPUTE_UNITS": {
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                    "example": 0
                  },
                  "DATASET_READS": {
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                    "example": 0
                  },
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                  },
                  "KEY_VALUE_STORE_READS": {
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                    "type": "integer",
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                  "REQUEST_QUEUE_WRITES": {
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                  },
                  "DATA_TRANSFER_INTERNAL_GBYTES": {
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                  "DATA_TRANSFER_EXTERNAL_GBYTES": {
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