# Amazon Product Scraper (`clawdeus/amazon-product-scraper`) Actor Scrape Amazon.com product data including prices, ratings, BSR, reviews, seller info, images and variations. Search by keyword or scrape specific product URLs/ASINs. - **URL**: https://apify.com/clawdeus/amazon-product-scraper.md - **Developed by:** [Odysseus Clawdeus](https://apify.com/clawdeus) (community) - **Categories:** E-commerce - **Stats:** 2 total users, 1 monthly users, 0.0% runs succeeded, NaN bookmarks - **User rating**: No ratings yet ## Pricing Pay per usage This Actor is paid per platform usage. The Actor is free to use, and you only pay for the Apify platform usage, which gets cheaper the higher subscription plan you have. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-usage ## What's an Apify Actor? Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases. In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours, and optionally produces a well-defined JSON output, datasets with results, or files in key-value store. In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server. Actors are written with capital "A". ## How to integrate an Actor? If asked about integration, you help developers integrate Actors into their projects. You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready. The best way to integrate Actors is as follows. In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md): ```bash pip install apify-client ``` In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md): ````bash # MacOS / Linux curl -fsSL https://apify.com/install-cli.sh | bash # Windows irm https://apify.com/install-cli.ps1 | iex ```bash In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md). If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md). For usage examples, see the [API](#api) section below. For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt). # README ## Amazon Product Scraper - Prices, Ratings, BSR & Product Data Scrape **Amazon.com product data** at scale. Extract prices, ratings, review counts, Best Sellers Rank (BSR), seller info, images, variations, and more. Search by keyword or scrape specific products by URL/ASIN. ### ✨ Features - 🔍 **Keyword search** — scrape products from Amazon search results - 📦 **Product details** — title, price, BSR, rating, reviews, brand, seller - 🖼️ **All images** — high-resolution product images - 🎨 **Variations** — color, size, and style options - 📊 **BSR tracking** — Best Sellers Rank across categories - 🛡️ **Anti-bot handling** — residential proxy rotation, automatic retries - 📄 **Clean output** — structured JSON/CSV ready for analysis ### 🚀 How to Use #### Search for products ```json { "searchKeyword": "wireless mouse", "maxProducts": 50, "scrapeProductDetails": true } ```` #### Scrape specific products by ASIN ```json { "productUrls": ["B005EJH6Z4", "B09KG6JJ4H", "B07CMS5Q6P"] } ``` #### Scrape by product URL ```json { "productUrls": [ "https://www.amazon.com/dp/B005EJH6Z4", "https://www.amazon.com/dp/B09KG6JJ4H" ] } ``` #### Quick search (no detail pages) ```json { "searchKeyword": "yoga mat", "maxProducts": 100, "scrapeProductDetails": false } ``` ### 📄 Output Example ```json { "asin": "B005EJH6Z4", "title": "Amazon Basics 2.4 Ghz Wireless Optical Computer Mouse with USB Nano Receiver, Black", "url": "https://www.amazon.com/dp/B005EJH6Z4", "price": 16.30, "currency": "USD", "listPrice": 19.99, "rating": 4.4, "reviewCount": 64276, "globalRatings": 28076, "brand": "Amazon Basics", "seller": "Amazon.com", "availability": "In Stock", "isPrime": true, "isSponsored": false, "bestSellersRank": [ { "rank": 392, "category": "Our Brands" }, { "rank": 15, "category": "Computer Mice" } ], "images": [ "https://m.media-amazon.com/images/I/61JnrafZ7zL._AC_SL1500_.jpg" ], "variations": ["Black", "White", "Blue"], "features": [ "Smooth, precise optical tracking with 1000 DPI", "2.4 GHz wireless connection via USB nano receiver" ], "specifications": { "Item Weight": "2.89 ounces", "Product Dimensions": "3.94 x 2.2 x 1.34 inches" }, "scrapedAt": "2026-04-03T15:40:00.000Z" } ``` ### 📊 Input Parameters | Parameter | Type | Default | Description | |-----------|------|---------|-------------| | `searchKeyword` | string | - | Amazon search keyword | | `productUrls` | string\[] | - | Product URLs or ASINs | | `maxProducts` | integer | 20 | Max products to scrape | | `scrapeProductDetails` | boolean | true | Visit product pages for full data | | `maxSearchPages` | integer | 3 | Max search pages to crawl | | `proxyConfig` | object | Residential | Proxy configuration | ### ⚡ Performance Tips - Set `scrapeProductDetails: false` for fast search-only scrapes - Use `maxProducts` to control costs — each product page is one request - Residential proxies are recommended (default) for reliable results ### 💡 Use Cases - **Price Monitoring** — Track competitor pricing over time - **Product Research** — Find trending products and niches - **Market Analysis** — Compare products, ratings, and BSR - **Inventory Tracking** — Monitor stock availability - **Review Analysis** — Gauge customer sentiment from ratings ### ⚙️ Technical Details - Uses Crawlee with CheerioCrawler for efficient HTML parsing - Residential proxy rotation to handle Amazon's anti-bot measures - Automatic retry on captcha/block with proxy rotation - Low concurrency (3 requests) to avoid detection - Respects Amazon's rate limits ### ⚠️ Notes - Currently supports **amazon.com** only (US marketplace) - Some products may have limited data if Amazon renders content via JavaScript - Very large scrapes may require more compute units due to anti-bot retries # Actor input Schema ## `searchKeyword` (type: `string`): Search Amazon for products (e.g., 'wireless mouse', 'yoga mat') ## `productUrls` (type: `array`): List of Amazon product URLs or ASINs to scrape (e.g., 'https://www.amazon.com/dp/B005EJH6Z4' or just 'B005EJH6Z4') ## `maxProducts` (type: `integer`): Maximum number of products to scrape from search results ## `scrapeProductDetails` (type: `boolean`): Visit each product page for full details (BSR, seller, images, variations). Slower but more data. ## `maxSearchPages` (type: `integer`): Maximum number of search result pages to scrape ## `proxyConfig` (type: `object`): Proxy settings. Residential proxies recommended for Amazon. ## Actor input object example ```json { "maxProducts": 20, "scrapeProductDetails": true, "maxSearchPages": 3, "proxyConfig": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ] } } ``` # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = {}; // Run the Actor and wait for it to finish const run = await client.actor("clawdeus/amazon-product-scraper").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => { console.dir(item); }); // 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs ``` ## Python example ```python from apify_client import ApifyClient # Initialize the ApifyClient with your Apify API token # Replace '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = {} # Run the Actor and wait for it to finish run = client.actor("clawdeus/amazon-product-scraper").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{}' | apify call clawdeus/amazon-product-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=clawdeus/amazon-product-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Amazon Product Scraper", "description": "Scrape Amazon.com product data including prices, ratings, BSR, reviews, seller info, images and variations. Search by keyword or scrape specific product URLs/ASINs.", "version": "1.0", "x-build-id": "8GbJcjeNpOihGHijM" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/clawdeus~amazon-product-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-clawdeus-amazon-product-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/clawdeus~amazon-product-scraper/runs": { "post": { "operationId": "runs-sync-clawdeus-amazon-product-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/clawdeus~amazon-product-scraper/run-sync": { "post": { "operationId": "run-sync-clawdeus-amazon-product-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", "properties": { "searchKeyword": { "title": "Search Keyword", "type": "string", "description": "Search Amazon for products (e.g., 'wireless mouse', 'yoga mat')" }, "productUrls": { "title": "Product URLs or ASINs", "type": "array", "description": "List of Amazon product URLs or ASINs to scrape (e.g., 'https://www.amazon.com/dp/B005EJH6Z4' or just 'B005EJH6Z4')", "items": { "type": "string" } }, "maxProducts": { "title": "Max Products", "minimum": 1, "maximum": 500, "type": "integer", "description": "Maximum number of products to scrape from search results", "default": 20 }, "scrapeProductDetails": { "title": "Scrape Full Product Details", "type": "boolean", "description": "Visit each product page for full details (BSR, seller, images, variations). Slower but more data.", "default": true }, "maxSearchPages": { "title": "Max Search Pages", "minimum": 1, "maximum": 20, "type": "integer", "description": "Maximum number of search result pages to scrape", "default": 3 }, "proxyConfig": { "title": "Proxy Configuration", "type": "object", "description": "Proxy settings. Residential proxies recommended for Amazon.", "default": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ] } } } }, "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 } } } } } } } } } } ```