Amazon Best Sellers Scraper

Pricing

$7.90/month + usage

Try for free

Go to Apify Store

Amazon Best Sellers Scraper

Try for free

Extracts real-time product listings from Amazon's Best Sellers pages with structured data including title, ASIN, rank, price, ratings, reviews, and more. Perfect for eCommerce competitor analysis, product research, and trend monitoring.

Pricing

$7.90/month + usage

Rating

5.0

(4)

Developer

HappiTap

Maintained by Community

Actor stats

Bookmarked

Total users

Monthly active users

5 months ago

Last modified

Categories

E-commerce

Integrations

Developer tools

You can access the Amazon Best Sellers Scraper programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

{
  "openapi": "3.0.1",
  "info": {
    "version": "0.0",
    "x-build-id": "m8PdzKF9YdkwRTn5F"
  },
  "servers": [
    {
      "url": "https://api.apify.com/v2"
    }
  ],
  "paths": {
    "/acts/happitap~amazon-best-sellers-scraper/run-sync-get-dataset-items": {
      "post": {
        "operationId": "run-sync-get-dataset-items-happitap-amazon-best-sellers-scraper",
        "x-openai-isConsequential": false,
        "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
        "tags": [
          "Run Actor"
        ],
        "requestBody": {
          "required": true,
          "content": {
            "application/json": {
              "schema": {
                "$ref": "#/components/schemas/inputSchema"
              }
            }
          }
        },
        "parameters": [
          {
            "name": "token",
            "in": "query",
            "required": true,
            "schema": {
              "type": "string"
            },
            "description": "Enter your Apify token here"
          }
        ],
        "responses": {
          "200": {
            "description": "OK"
          }
        }
      }
    },
    "/acts/happitap~amazon-best-sellers-scraper/runs": {
      "post": {
        "operationId": "runs-sync-happitap-amazon-best-sellers-scraper",
        "x-openai-isConsequential": false,
        "summary": "Executes an Actor and returns information about the initiated run in response.",
        "tags": [
          "Run Actor"
        ],
        "requestBody": {
          "required": true,
          "content": {
            "application/json": {
              "schema": {
                "$ref": "#/components/schemas/inputSchema"
              }
            }
          }
        },
        "parameters": [
          {
            "name": "token",
            "in": "query",
            "required": true,
            "schema": {
              "type": "string"
            },
            "description": "Enter your Apify token here"
          }
        ],
        "responses": {
          "200": {
            "description": "OK",
            "content": {
              "application/json": {
                "schema": {
                  "$ref": "#/components/schemas/runsResponseSchema"
                }
              }
            }
          }
        }
      }
    },
    "/acts/happitap~amazon-best-sellers-scraper/run-sync": {
      "post": {
        "operationId": "run-sync-happitap-amazon-best-sellers-scraper",
        "x-openai-isConsequential": false,
        "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
        "tags": [
          "Run Actor"
        ],
        "requestBody": {
          "required": true,
          "content": {
            "application/json": {
              "schema": {
                "$ref": "#/components/schemas/inputSchema"
              }
            }
          }
        },
        "parameters": [
          {
            "name": "token",
            "in": "query",
            "required": true,
            "schema": {
              "type": "string"
            },
            "description": "Enter your Apify token here"
          }
        ],
        "responses": {
          "200": {
            "description": "OK"
          }
        }
      }
    }
  },
  "components": {
    "schemas": {
      "inputSchema": {
        "type": "object",
        "required": [
          "startUrls"
        ],
        "properties": {
          "startUrls": {
            "title": "Amazon Best Sellers URLs",
            "type": "array",
            "description": "Array of Amazon Best Sellers URLs to scrape. Each URL should be an object with a 'url' property pointing to Amazon Best Sellers pages.",
            "items": {
              "type": "object",
              "required": [
                "url"
              ],
              "properties": {
                "url": {
                  "type": "string",
                  "title": "URL of a web page",
                  "format": "uri"
                }
              }
            }
          },
          "category": {
            "title": "Product Category",
            "type": "string",
            "description": "Category name for the products (e.g., 'Electronics', 'Books', 'Home & Kitchen'). If not provided, will be auto-detected from the page.",
            "default": ""
          },
          "maxProducts": {
            "title": "Maximum Products",
            "minimum": 1,
            "maximum": 1000,
            "type": "integer",
            "description": "Maximum number of products to extract per page",
            "default": 100
          }
        }
      },
      "runsResponseSchema": {
        "type": "object",
        "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"
              },
              "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": {
                "type": "object",
                "properties": {
                  "inputBodyLen": {
                    "type": "integer",
                    "example": 2000
                  },
                  "rebootCount": {
                    "type": "integer",
                    "example": 0
                  },
                  "restartCount": {
                    "type": "integer",
                    "example": 0
                  },
                  "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",
                    "example": 1024
                  },
                  "diskMbytes": {
                    "type": "integer",
                    "example": 2048
                  }
                }
              },
              "buildId": {
                "type": "string"
              },
              "defaultKeyValueStoreId": {
                "type": "string"
              },
              "defaultDatasetId": {
                "type": "string"
              },
              "defaultRequestQueueId": {
                "type": "string"
              },
              "buildNumber": {
                "type": "string",
                "example": "1.0.0"
              },
              "containerUrl": {
                "type": "string"
              },
              "usage": {
                "type": "object",
                "properties": {
                  "ACTOR_COMPUTE_UNITS": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATASET_READS": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATASET_WRITES": {
                    "type": "integer",
                    "example": 0
                  },
                  "KEY_VALUE_STORE_READS": {
                    "type": "integer",
                    "example": 0
                  },
                  "KEY_VALUE_STORE_WRITES": {
                    "type": "integer",
                    "example": 1
                  },
                  "KEY_VALUE_STORE_LISTS": {
                    "type": "integer",
                    "example": 0
                  },
                  "REQUEST_QUEUE_READS": {
                    "type": "integer",
                    "example": 0
                  },
                  "REQUEST_QUEUE_WRITES": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATA_TRANSFER_INTERNAL_GBYTES": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATA_TRANSFER_EXTERNAL_GBYTES": {
                    "type": "integer",
                    "example": 0
                  },
                  "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                    "type": "integer",
                    "example": 0
                  },
                  "PROXY_SERPS": {
                    "type": "integer",
                    "example": 0
                  }
                }
              },
              "usageTotalUsd": {
                "type": "number",
                "example": 0.00005
              },
              "usageUsd": {
                "type": "object",
                "properties": {
                  "ACTOR_COMPUTE_UNITS": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATASET_READS": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATASET_WRITES": {
                    "type": "integer",
                    "example": 0
                  },
                  "KEY_VALUE_STORE_READS": {
                    "type": "integer",
                    "example": 0
                  },
                  "KEY_VALUE_STORE_WRITES": {
                    "type": "number",
                    "example": 0.00005
                  },
                  "KEY_VALUE_STORE_LISTS": {
                    "type": "integer",
                    "example": 0
                  },
                  "REQUEST_QUEUE_READS": {
                    "type": "integer",
                    "example": 0
                  },
                  "REQUEST_QUEUE_WRITES": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATA_TRANSFER_INTERNAL_GBYTES": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATA_TRANSFER_EXTERNAL_GBYTES": {
                    "type": "integer",
                    "example": 0
                  },
                  "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                    "type": "integer",
                    "example": 0
                  },
                  "PROXY_SERPS": {
                    "type": "integer",
                    "example": 0
                  }
                }
              }
            }
          }
        }
      }
    }
  }
}

Amazon Best Sellers Scraper OpenAPI definition

OpenAPI is a standard for designing and describing RESTful APIs, allowing developers to define API structure, endpoints, and data formats in a machine-readable way. It simplifies API development, integration, and documentation.

OpenAPI is effective when used with AI agents and GPTs by standardizing how these systems interact with various APIs, for reliable integrations and efficient communication.

By defining machine-readable API specifications, OpenAPI allows AI models like GPTs to understand and use varied data sources, improving accuracy. This accelerates development, reduces errors, and provides context-aware responses, making OpenAPI a core component for AI applications.

You can download the OpenAPI definitions for Amazon Best Sellers Scraper from the options below:

OpenAPI.json

If you’d like to learn more about how OpenAPI powers GPTs, read our blog post.

You can also check out our other API clients:

Amazon Best Sellers Scraper API in Python

Amazon Best Sellers Scraper API in JavaScript

Amazon Best Sellers Scraper API through CLI

Amazon Best Sellers Scraper API

Amazon Best Sellers Scraper

pintostudio/amazon-best-sellers-scraper

The Amazon BestSeller Actor is a web scraping tool deployed on the Apify platform that extracts best-selling products from Amazon across multiple product categories and countries.

Pinto Studio

Amazon Bestsellers Scraper

dainty_screw/amazon-bestsellers-scraper

Amazon Bestsellers Scraper is a powerful Apify actor designed to efficiently extract real-time data from Amazon's Best Sellers lists. This actor is tailored for businesses, researchers, and individuals who seek to monitor and analyze market trends, product rankings, and pricing dynamics

codemaster devops

5.0

Amazon Bestsellers Scraper

scraper-engine/amazon-bestsellers-scraper

Amazon Bestsellers Scraper extracts top-selling product data from Amazon’s bestseller lists. Collect product titles, rankings, prices, reviews, ratings, and ASINs across categories. Ideal for market research, competitor analysis, and e-commerce insights with accurate, up-to-date data.

Scraper Engine

Amazon Seller Products Scraper

pintostudio/amazon-seller-products-scraper

The Amazon Seller Products Actor is an Apify Actor designed to scrape product listings from Amazon seller pages. This actor extracts comprehensive product information including titles, prices, ratings, reviews, delivery options, and more from any Amazon seller's product catalog.

Pinto Studio

Amazon Seller Scraper

axesso_data/amazon-seller-scraper

Our Amazon Seller Scraper retrieves real-time seller details from Amazon, including seller name, total reviews, product listings, contact details and more. Download the data in formats like JSON, CSV, Excel, XML or HTML. Fast, accurate, and perfect for market research and competitive analysis.

Axesso - Data Service

150

5.0

Amazon Seller Intelligence Pro

red.cars/amazon-seller-intelligence-pro

The #1 Investment-Grade Amazon Seller Intelligence Scraper - Extract comprehensive seller data from Amazon with advanced business analytics, risk assessment, and competitive intelligence. No Amazon API key required, instant access to Fortune 500-ready seller insights!

AutomateLab

Amazon Seller Info Scraper

jaybird/amazon-seller-info-scraper

Amazon Seller Info Scraper helps you extract Amazon seller data fast. Perfect for lead generation, competitive research, and seller analysis. Get Amazon seller info at scale with clean, structured results.

Justin Torrence

Amazon Seller Info Scraper

pintostudio/amazon-seller-info-scraper

The Amazon Seller Info Actor is an Apify actor designed to extract comprehensive seller information from Amazon marketplace.

Pinto Studio

Amazon Products By Category Scraper

pintostudio/amazon-products-by-category-scraper

The Amazon Products By Category Actor is a web scraping tool deployed on the Apify platform that extracts product information from Amazon category pages.

Pinto Studio

Amazon Bestsellers Scraper

amazon-scraper/amazon-bestsellers-scraper

Amazon Best Sellers Scraper, Amazon URLs from 9 different Amazon domains: .com, com.au, .in, co.jp, .de. .co.uk, .fr, .es and .it. Scrape the 100 top-selling items on Amazon

Amazon Scraper