{
  "openapi": "3.0.1",
  "info": {
    "title": "Amazon Review Analyzer & Product Opportunity Finder",
    "description": "Scrape Amazon reviews into a product-opportunity verdict: complaint clusters, unmet needs & a go/no-go score. Pay-per-use, never billed for empty runs.",
    "version": "0.1",
    "x-build-id": "vjt58QgfMZKOh3crF"
  },
  "servers": [
    {
      "url": "https://api.apify.com/v2"
    }
  ],
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        "tags": [
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            "description": "Enter your Apify token here"
          }
        ],
        "responses": {
          "200": {
            "description": "OK"
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    },
    "/acts/catandgoose~amazon-review-intelligence/runs": {
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        "tags": [
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        "parameters": [
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            "required": true,
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        "responses": {
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      "post": {
        "operationId": "run-sync-catandgoose-amazon-review-intelligence",
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  },
  "components": {
    "schemas": {
      "inputSchema": {
        "type": "object",
        "required": [
          "mode"
        ],
        "properties": {
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            "title": "Input mode",
            "enum": [
              "snapshot",
              "cookies",
              "dataset"
            ],
            "type": "string",
            "description": "How to get the reviews. 'snapshot' = anonymous product-page scrape (top reviews + rating histogram + Amazon's 'Customers say' summary), zero setup. 'cookies' = full review pagination using your own Amazon session cookies. 'dataset' = analyze reviews already collected in an Apify dataset (from any scraper).",
            "default": "snapshot"
          },
          "asins": {
            "title": "ASINs or product URLs",
            "type": "array",
            "description": "Amazon ASINs (e.g. B09B8V1LZ3) or full product URLs. Used by snapshot and cookies modes.",
            "items": {
              "type": "string"
            }
          },
          "marketplace": {
            "title": "Marketplace",
            "enum": [
              "com",
              "co.uk",
              "de",
              "ca",
              "com.au",
              "fr",
              "es",
              "it"
            ],
            "type": "string",
            "description": "Amazon marketplace domain to scrape.",
            "default": "com"
          },
          "runAiAnalysis": {
            "title": "Generate product-opportunity verdict",
            "type": "boolean",
            "description": "Turn the review corpus into complaint clusters, unmet-need gaps, and a go/no-go opportunity verdict. Turn off for scrape-only runs.",
            "default": true
          },
          "maxReviews": {
            "title": "Max reviews to scrape per ASIN (cookies mode)",
            "minimum": 10,
            "maximum": 10000,
            "type": "integer",
            "description": "Upper bound on reviews collected per product in cookies mode. Snapshot mode returns whatever the product page exposes (typically 8-100).",
            "default": 500
          },
          "maxReviewsAnalyzed": {
            "title": "Max reviews analyzed per ASIN",
            "minimum": 50,
            "maximum": 5000,
            "type": "integer",
            "description": "Caps analysis cost. Complaint themes converge fast, so 300-1000 high-signal reviews usually capture every theme. Reviews above this cap are billed per 1,000 via the analysis-overflow event.",
            "default": 1000
          },
          "maxAiSpendUsd": {
            "title": "Max analysis spend for this run (USD)",
            "minimum": 1,
            "maximum": 100,
            "type": "integer",
            "description": "Safety ceiling on this run's estimated analysis cost. Once hit, remaining products in a batch are scraped without an opportunity verdict rather than continuing to spend. Raise this for large multi-ASIN batches.",
            "default": 5
          },
          "competitorAsins": {
            "title": "Competitor ASINs (optional)",
            "type": "array",
            "description": "Optional competitor products for a side-by-side verdict. Each competitor is scraped and analyzed like a primary ASIN.",
            "items": {
              "type": "string"
            }
          },
          "datasetId": {
            "title": "Source dataset (dataset mode)",
            "type": "string",
            "description": "Apify dataset containing review rows to analyze. Used only when mode = 'dataset'. Pick one of your datasets, or paste a dataset ID."
          },
          "datasetReviewField": {
            "title": "Review text field name",
            "type": "string",
            "description": "The field in each dataset row that holds the review text (e.g. 'reviewText', 'body', 'text').",
            "default": "reviewText"
          },
          "datasetRatingField": {
            "title": "Rating field name",
            "type": "string",
            "description": "Optional field holding the star rating (e.g. 'rating', 'stars').",
            "default": "rating"
          },
          "sessionCookies": {
            "title": "Amazon session cookies (cookies mode)",
            "type": "string",
            "description": "Your own Amazon session cookies, used only in cookies mode to paginate the full review list. Paste the raw Cookie header string or JSON array of {name,value} pairs exported from your browser. WARNING: these come from your logged-in Amazon account — high-volume pagination may trigger Amazon account checks. Use an account you're comfortable with, and never share this value."
          },
          "proxyConfiguration": {
            "title": "Proxy configuration",
            "type": "object",
            "description": "Residential proxies strongly recommended for Amazon. Defaults to Apify residential.",
            "default": {
              "useApifyProxy": true,
              "apifyProxyGroups": [
                "RESIDENTIAL"
              ]
            }
          }
        }
      },
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          "data": {
            "type": "object",
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                "type": "string"
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              "actId": {
                "type": "string"
              },
              "userId": {
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              },
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                "type": "string",
                "format": "date-time",
                "example": "2025-01-08T00:00:00.000Z"
              },
              "finishedAt": {
                "type": "string",
                "format": "date-time",
                "example": "2025-01-08T00:00:00.000Z"
              },
              "status": {
                "type": "string",
                "example": "READY"
              },
              "meta": {
                "type": "object",
                "properties": {
                  "origin": {
                    "type": "string",
                    "example": "API"
                  },
                  "userAgent": {
                    "type": "string"
                  }
                }
              },
              "stats": {
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                  },
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                    "example": 0
                  },
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                    "example": 0
                  }
                }
              },
              "options": {
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                    "example": "latest"
                  },
                  "timeoutSecs": {
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                    "example": 300
                  },
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                  },
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                }
              },
              "buildId": {
                "type": "string"
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              "defaultKeyValueStoreId": {
                "type": "string"
              },
              "defaultDatasetId": {
                "type": "string"
              },
              "defaultRequestQueueId": {
                "type": "string"
              },
              "buildNumber": {
                "type": "string",
                "example": "1.0.0"
              },
              "containerUrl": {
                "type": "string"
              },
              "usage": {
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}