Amazon / eBay Product Scraper

What can Amazon / eBay Product Scraper do?

Amazon / eBay Product Scraper can collect product listings from Amazon or eBay by keyword and export the data in your preferred format. You can use this data for competitive analysis, price monitoring, or as a data foundation for new applications and automated workflows.

• Search products on Amazon or eBay by keyword and collect structured listing data
• Extract product title, price, currency, rating, review count, shipping info, and more
• Collect product image URLs and direct product page links
• Automatically paginate through search results up to a configurable page limit
• Limit results to a maximum number of products for precise data collection
• Export to CSV, JSON, JSONL, XLSX, XLS, XML, HTML, RSS and other 8 formats
• Connect Amazon / eBay Product Scraper to MCP-compatible AI clients via CoreClaw MCP server
• Export and sync data via CoreClaw API Endpoints, callbacks, saved tasks, or workflow integrations

Public product data that can be collected

Amazon / eBay Product Scraper can collect the following public data fields:

How to use Amazon / eBay Product Scraper to collect data?

Using Amazon / eBay Product Scraper to collect data requires just 5 steps:

1. Create or log in to your CoreClaw account.
2. Open Amazon / eBay Product Scraper in CoreClaw.
3. Fill in the search keyword, choose the target marketplace (Amazon or eBay), and set the maximum results.
4. Click the Start button and wait for data extraction to complete.
5. Download data (supports CSV, JSON, JSONL, XLSX, XLS, XML, HTML, RSS formats).

Input

Fill in the input form to start collecting. Amazon / eBay Product Scraper supports the following input parameters:

Input parameters

Input JSON

{
    "keyword": "wireless mouse",
    "marketplace": "ebay",
    "max_results": 20,
    "page_limit": 5
}

Output

Run results will be saved to CoreClaw's result table.

Scraped eBay product listings

The eBay mode is used to collect product listings matching a keyword on eBay. The following is an output example using the keyword "wireless mouse":

{
    "id": "ebay-356382916452",
    "marketplace": "ebay",
    "keyword": "wireless mouse",
    "title": "Logitech M185 Wireless Mouse USB Nano Receiver - Grey",
    "price": "12.99",
    "currency": "US $",
    "price_raw": "US $12.99",
    "shipping": "+$4.99 shipping",
    "rating": "",
    "review_count": "",
    "url": "https://www.ebay.com/itm/356382916452",
    "image_url": "https://i.ebayimg.com/images/g/abc123/s-l500.jpg",
    "product_id": "356382916452",
    "availability": "",
    "page": 1
}

Scraped Amazon product listings

The Amazon mode is used to collect product listings matching a keyword on Amazon US. The following is an output example using the keyword "wireless mouse":

{
    "id": "amazon-B07C2TGKWC",
    "marketplace": "amazon",
    "keyword": "wireless mouse",
    "title": "Logitech M185 Wireless Mouse, 2.4GHz with USB Mini Receiver, 12-Month Battery Life, 1000 DPI Optical Tracking, Ambidextrous, Compatible with PC, Mac, Laptop - Grey",
    "price": "12.99",
    "currency": "$",
    "price_raw": "$12.99",
    "shipping": "",
    "rating": "4.6",
    "review_count": "12,345",
    "url": "https://www.amazon.com/Logitech-M185-Wireless-Mouse-USB/dp/B07C2TGKWC",
    "image_url": "https://m.media-amazon.com/images/I/61UxfXTUOvL._AC_SL1500_.jpg",
    "product_id": "B07C2TGKWC",
    "availability": "",
    "page": 1
}

What can you do with the data collected by Amazon / eBay Product Scraper?

• 📊 Monitor competitor pricing and track price changes across platforms
• 🔍 Conduct market research for new product launches and niche identification
• 📈 Analyze product trends and best-sellers in specific categories
• 💼 Build price comparison tools and dynamic pricing engines
• 🛒 Identify high-rated products for affiliate marketing or dropshipping
• 📋 Generate structured product catalogs for e-commerce businesses
• 🔬 Feed product data into recommendation engines or AI-powered analytics

Error items

When the Worker cannot retrieve data for an input—for example, the keyword is empty or the marketplace is unsupported—it will write an error item to the results instead of silently skipping it. Normal output items are not affected; you can distinguish between the two by checking whether the status field is failed.

Error item structure

{
    "error": "keyword is required",
    "error_code": "500",
    "status": "failed"
}

Error codes reference

This Worker returns error messages rather than fixed numeric error codes. Common messages include:

FAQ

How much does Amazon / eBay Product Scraper cost?

Amazon / eBay Product Scraper charges per successfully returned result. You can easily estimate costs based on the Worker's pricing page. For more billing details, please read the CoreClaw pricing page.

Can Amazon / eBay Product Scraper be used for integrations?

Yes. You can integrate Amazon / eBay Product Scraper into your applications and workflows via CoreClaw API, result exports, callbacks, saved tasks, n8n workflows, or CoreClaw MCP server.

Can Amazon / eBay Product Scraper be used via the CoreClaw API?

CoreClaw API supports programmatic access to the CoreClaw platform. Through the API, you can view Workers and input schemas, run Workers, monitor Worker runs, retrieve results, export results, view logs, re-run tasks, or abort runs. For details, please refer to the CoreClaw API documentation.

Can Amazon / eBay Product Scraper be used via MCP Server?

Yes. Through CoreClaw MCP server, you can use this Worker in MCP-compatible clients, including discovering Workers, viewing input schemas, starting runs, monitoring status, listing result rows, exporting result files, and viewing logs. For details, please refer to the CoreClaw MCP documentation.

When using Amazon / eBay Product Scraper, you can first use MCP tools to search for the Worker, load the input schema, start a run with JSON input, and finally retrieve or export results.

Is it legal to collect product data using Amazon / eBay Product Scraper?

This Worker targets publicly available product listing data on Amazon and eBay. However, before collecting, storing, or using this data, you should evaluate the terms of service of the respective platform and applicable legal requirements for your use case. If you are unsure, please consult a qualified legal professional.

Your feedback

Amazon and eBay public web endpoints and page structures may change. If a run fails, returns empty results, or is missing previously available fields, please check the input and run logs first, then provide feedback with a reproducible input example.