{
  "openapi": "3.0.1",
  "info": {
    "title": "Review Scraper",
    "description": "Aggregate customer reviews from multiple platforms into a single unified dataset for comprehensive reputation management.\nGoogle Maps, Yelp, Facebook, BBB - Better Business Bureau, TripAdvisor, Trustpilot, Angi, Healthgrades, Avvo & OpenTable supported.",
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  "components": {
    "schemas": {
      "inputSchema": {
        "type": "object",
        "properties": {
          "businessName": {
            "title": "Business Name",
            "type": "string",
            "description": "Name of the business to scrape reviews for"
          },
          "location": {
            "title": "Location",
            "type": "string",
            "description": "City, State or full address (used for searching)"
          },
          "googleMapsUrl": {
            "title": "Google Maps URL (Optional)",
            "type": "string",
            "description": "Direct Google Maps URL for the business"
          },
          "yelpUrl": {
            "title": "Yelp URL (Optional)",
            "type": "string",
            "description": "Direct Yelp business page URL"
          },
          "facebookUrl": {
            "title": "Facebook Page URL (Optional)",
            "type": "string",
            "description": "Direct Facebook business page URL (required for Facebook reviews)"
          },
          "bbbUrl": {
            "title": "BBB URL (Optional)",
            "type": "string",
            "description": "Direct BBB business profile URL"
          },
          "tripAdvisorUrl": {
            "title": "TripAdvisor URL (Optional)",
            "type": "string",
            "description": "Direct TripAdvisor business URL"
          },
          "platforms": {
            "title": "Platforms to Scrape",
            "type": "array",
            "description": "Select which review platforms to include",
            "items": {
              "type": "string",
              "enum": [
                "google",
                "yelp",
                "facebook",
                "bbb",
                "tripadvisor",
                "trustpilot",
                "angieslist"
              ]
            },
            "default": [
              "google",
              "yelp",
              "facebook",
              "bbb"
            ]
          },
          "maxReviewsPerPlatform": {
            "title": "Max Reviews Per Platform",
            "minimum": 10,
            "maximum": 200,
            "type": "integer",
            "description": "Maximum number of reviews to scrape from each platform",
            "default": 50
          },
          "includeResponses": {
            "title": "Include Owner Responses",
            "type": "boolean",
            "description": "Include business responses to reviews when available",
            "default": true
          },
          "minRating": {
            "title": "Minimum Rating (Filter)",
            "minimum": 1,
            "maximum": 5,
            "type": "number",
            "description": "Only include reviews with this rating or higher"
          },
          "maxRating": {
            "title": "Maximum Rating (Filter)",
            "minimum": 1,
            "maximum": 5,
            "type": "number",
            "description": "Only include reviews with this rating or lower (useful for finding issues)"
          },
          "sortBy": {
            "title": "Sort Results By",
            "enum": [
              "date",
              "rating",
              "platform"
            ],
            "type": "string",
            "description": "How to sort the final results",
            "default": "date"
          },
          "outputFormat": {
            "title": "Output Format",
            "enum": [
              "combined",
              "by_platform"
            ],
            "type": "string",
            "description": "How to structure the output",
            "default": "combined"
          },
          "serpApiKey": {
            "title": "SERP API Key (BYOK)",
            "type": "string",
            "description": "For enhanced Google review scraping via SERP API"
          },
          "yelpApiKey": {
            "title": "Yelp Fusion API Key (BYOK)",
            "type": "string",
            "description": "For official Yelp data via Fusion API"
          },
          "anthropicApiKey": {
            "title": "Anthropic API Key (BYOK)",
            "type": "string",
            "description": "Your Anthropic API key to enable AI-powered sentiment analysis and theme extraction. Get yours at console.anthropic.com. Leave empty to skip AI analysis."
          },
          "enableAiSentiment": {
            "title": "Enable AI Sentiment Analysis",
            "type": "boolean",
            "description": "When enabled with an API key, Claude AI analyzes all reviews and provides: sentiment themes, common complaints, praise patterns, competitive insights, and actionable improvement recommendations.",
            "default": true
          },
          "demoMode": {
            "title": "Demo Mode",
            "type": "boolean",
            "description": "Run with sample data to test without real scraping. Returns realistic sample output instantly.",
            "default": true
          },
          "webhookUrl": {
            "title": "Webhook URL",
            "type": "string",
            "description": "URL to POST results when scraping completes (Zapier, Make, n8n, custom endpoint)"
          }
        }
      },
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        "properties": {
          "data": {
            "type": "object",
            "properties": {
              "id": {
                "type": "string"
              },
              "actId": {
                "type": "string"
              },
              "userId": {
                "type": "string"
              },
              "startedAt": {
                "type": "string",
                "format": "date-time",
                "example": "2025-01-08T00:00:00.000Z"
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              "finishedAt": {
                "type": "string",
                "format": "date-time",
                "example": "2025-01-08T00:00:00.000Z"
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              "status": {
                "type": "string",
                "example": "READY"
              },
              "meta": {
                "type": "object",
                "properties": {
                  "origin": {
                    "type": "string",
                    "example": "API"
                  },
                  "userAgent": {
                    "type": "string"
                  }
                }
              },
              "stats": {
                "type": "object",
                "properties": {
                  "inputBodyLen": {
                    "type": "integer",
                    "example": 2000
                  },
                  "rebootCount": {
                    "type": "integer",
                    "example": 0
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                  "restartCount": {
                    "type": "integer",
                    "example": 0
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                  "resurrectCount": {
                    "type": "integer",
                    "example": 0
                  },
                  "computeUnits": {
                    "type": "integer",
                    "example": 0
                  }
                }
              },
              "options": {
                "type": "object",
                "properties": {
                  "build": {
                    "type": "string",
                    "example": "latest"
                  },
                  "timeoutSecs": {
                    "type": "integer",
                    "example": 300
                  },
                  "memoryMbytes": {
                    "type": "integer",
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                  "diskMbytes": {
                    "type": "integer",
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              },
              "buildId": {
                "type": "string"
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              "defaultKeyValueStoreId": {
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              },
              "defaultDatasetId": {
                "type": "string"
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              "defaultRequestQueueId": {
                "type": "string"
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              "buildNumber": {
                "type": "string",
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              "containerUrl": {
                "type": "string"
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              "usage": {
                "type": "object",
                "properties": {
                  "ACTOR_COMPUTE_UNITS": {
                    "type": "integer",
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                  "DATASET_READS": {
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                  "DATASET_WRITES": {
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                  "KEY_VALUE_STORE_READS": {
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                  "KEY_VALUE_STORE_WRITES": {
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                  "KEY_VALUE_STORE_LISTS": {
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                  "REQUEST_QUEUE_WRITES": {
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                  "DATA_TRANSFER_EXTERNAL_GBYTES": {
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                    "example": 0
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                  "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                    "type": "integer",
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                  "PROXY_SERPS": {
                    "type": "integer",
                    "example": 0
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              "usageTotalUsd": {
                "type": "number",
                "example": 0.00005
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                    "type": "number",
                    "example": 0.00005
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                  "KEY_VALUE_STORE_LISTS": {
                    "type": "integer",
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