Ecommerce data: prices, products and reviews
Price tracking is a time series, not a one-off scrape. Product research needs a stable identifier and a clear observation time. Review research needs the rating context and a dedupe rule. The source route decides which of those is practical.
The short answer
For retail research, define whether you need a product record, a price observation, a review set or a seller list. Marketplaces publish different fields and have different API access, so the target page is the right starting point for each source.
39 websites, 54 catalogue Actors, 51 of them with a published output schema. Data checked 2026-11-12. How the routes are scored.Websites in this group
Each website link opens the full comparison, field matrix, official API route and legal notes. The table shows how many catalogue Actors cover each website, how many publish an output schema, the cheapest published rate per 1,000 and the official access status.
| Website | Category | Catalogue tools | Schemas | Cheapest / 1K | Official API |
|---|---|---|---|---|---|
| Amazon amazon.com | Ecommerce | 12 | 12 | $0.99 / 1K | Limited access |
| eBay ebay.com | Ecommerce | 4 | 4 | $0.99 / 1K | Public API |
| Etsy etsy.com | Ecommerce | 1 | 1 | $0.99 / 1K | Public API |
| AliExpress aliexpress.com | Ecommerce | 1 | 1 | $0.99 / 1K | Partner only |
| MercadoLibre mercadolibre.com | Ecommerce | 2 | 2 | $0.99 / 1K | Public API |
| Walmart walmart.com | Ecommerce | 1 | 1 | $0.99 / 1K | Partner only |
| TikTok Shop shop.tiktok.com | Ecommerce | 0 | 0 | not listed | Partner only |
| Best Buy bestbuy.com | Ecommerce | 1 | 1 | $0.99 / 1K | Public API |
| Target target.com | Ecommerce | 1 | 1 | $0.99 / 1K | No open API |
| The Home Depot homedepot.com | Ecommerce | 1 | 0 | $0.99 / 1K | No open API |
| Lowe's lowes.com | Ecommerce | 1 | 1 | $0.99 / 1K | No open API |
| Sephora sephora.com | Ecommerce | 1 | 1 | $0.99 / 1K | No open API |
| Nike nike.com | Ecommerce | 1 | 1 | $0.99 / 1K | No open API |
| IKEA ikea.com | Ecommerce | 1 | 1 | $0.99 / 1K | No open API |
| Shein shein.com | Ecommerce | 1 | 1 | $0.99 / 1K | Partner only |
| Shopify stores shopify.com | Ecommerce | 1 | 1 | $0.99 / 1K | Limited access |
| StockX stockx.com | Ecommerce | 1 | 1 | $0.99 / 1K | Limited access |
| Vinted vinted.com | Ecommerce | 1 | 1 | $0.99 / 1K | Limited access |
| Wallapop wallapop.com | Ecommerce | 1 | 1 | $0.99 / 1K | Limited access |
| Mercari Japan jp.mercari.com | Ecommerce | 1 | 1 | $0.99 / 1K | Limited access |
| Yahoo! Auctions Japan auctions.yahoo.co.jp | Ecommerce | 1 | 1 | $0.99 / 1K | Retired |
| Flipkart flipkart.com | Ecommerce | 1 | 1 | $0.99 / 1K | Partner only |
| Myntra myntra.com | Ecommerce | 1 | 1 | $0.99 / 1K | Partner only |
| Shopee shopee.com | Ecommerce | 1 | 1 | $0.99 / 1K | Partner only |
| Tokopedia tokopedia.com | Ecommerce | 1 | 1 | $0.99 / 1K | Partner only |
| Coupang coupang.com | Ecommerce | 1 | 1 | $0.99 / 1K | Partner only |
| Noon noon.com | Ecommerce | 1 | 1 | $0.99 / 1K | No open API |
| Trendyol trendyol.com | Ecommerce | 1 | 1 | $0.99 / 1K | Partner only |
| Hepsiburada hepsiburada.com | Ecommerce | 1 | 0 | $0.99 / 1K | Partner only |
| Allegro allegro.pl | Ecommerce | 1 | 1 | $0.99 / 1K | Limited access |
| Bol.com bol.com | Ecommerce | 1 | 1 | $0.99 / 1K | Partner only |
| Ozon ozon.ru | Ecommerce | 1 | 1 | $0.99 / 1K | Partner only |
| Alibaba.com alibaba.com | B2B and trade data | 1 | 1 | $0.99 / 1K | Partner only |
| IndiaMART indiamart.com | B2B and trade data | 1 | 1 | $0.99 / 1K | Limited access |
| Google Shopping shopping.google.com | Ecommerce | 1 | 1 | $0.99 / 1K | Limited access |
| AutoScout24 autoscout24.com | Automotive | 2 | 2 | $0.99 / 1K | Partner only |
| BizBuySell bizbuysell.com | Ecommerce | 1 | 1 | $0.99 / 1K | No open API |
| Craigslist craigslist.org | Ecommerce | 1 | 0 | $0.99 / 1K | No open API |
| ImportYeti importyeti.com | B2B and trade data | 1 | 1 | $0.99 / 1K | Public API |
Counts are catalogue Actors mapped to the website, not every tool on the public Store. A schema count is the number of tools with at least three published output fields. Prices exclude Actor start events and plan differences.
Ranked lists, API pricing and error fixes in this group
Catalogue starting points
These are the highest-ranked catalogue routes across the vertical, one per website where possible. They are a starting point for the use case, not a claim that another catalogue Actor cannot fit a narrower job.
Amazon Review Aggregates & Extended History Scraper
Collect Amazon customer reviews and rating summaries by product URL, ASIN, or keyword across 19 marketplaces, with star-rating and sort filters,…
Amazon Multi-Domain Product Price & Detail Scraper
Pull pricing, ratings, seller, variant and technical detail for Amazon products by URL or ASIN, across 21 country domains, with optional delivery…
Amazon Best Sellers & Rankings Scraper
Scrape Amazon's Best Sellers, New Releases, Most Wished For, Most Gifted and Movers & Shakers charts. Get rank, ASIN, title, price, rating and…
Amazon Customer Review & Rating Summary Scraper
Get Amazon customer reviews and a product-level rating summary by product URL, keyword, or category, with star-rating and sort filters, across 23…
Amazon Deals Grid Tracker by Category & Discount
Pull Amazon's Today's Deals grid across 23 marketplaces, with deal price, list price, savings amount/percent, deal type, brand, and department for…
Amazon Search, Category & Seller Listings Extractor
Get Amazon products from search results, categories, seller storefronts, or ASIN lookups across 20+ marketplaces, with price, rating, badges,…
What teams use this data for
Price and availability monitoring
Track a product or search result over time with a stable ID, price, currency and observation date. Do not compare listed price with checkout price without saying so.
Product and catalogue research
Compare titles, categories, ratings, reviews and seller fields across a marketplace. Keep the source URL for every record.
Review and seller analysis
Use review text and ratings with the product context. A review count is not a quality score, and a seller field is not a verified business identity.
What to check before you build
- Marketplace prices can include variants, shipping, coupons or location-specific taxes. State what the number represents.
- Official seller and affiliate APIs usually require an approved account. Public page access is a different route.
- A product page can change between requests. Record the observation time with every price.
Use the field finder for a specific field, the cost estimator for a row count, and the complete Actor catalogue for the full shelf.
Questions people ask
How do I track marketplace prices over time?
Use a stable product identifier, collect price and currency on a fixed schedule, and store the observation time. Keep the product URL and note whether the price includes shipping, variants or location-specific taxes.
Does Amazon offer an open product API?
Amazon's Product Advertising API is limited to approved Associates, and seller data uses the Selling Partner API. Public product pages are subject to Amazon's own terms. The Amazon target page documents the routes.
Can I compare prices across Amazon, eBay and Etsy?
Only with a normalization layer. The same product may be a different listing, condition, pack size or shipping arrangement. Compare the record definition before comparing the number.
What is a useful review dataset?
Product ID, rating, review text, date and source URL, with a dedupe rule for repeated reviews. Keep the rating context; a review count alone is not a quality measure.
Sources and data notes
The website rows are generated from the catalogue. Official API status comes from each website's documented route and is dated below.
- Amazon API documentation
- eBay API documentation
- Etsy API documentation
- AliExpress API documentation
- MercadoLibre API documentation
- Data sources and check policy
- Ranking method and limits
Get Amazon data with a catalogue Actor
Amazon Multi-Domain Product Price & Detail Scraper returns 5 of 8 core Amazon fields at $0.99 per 1,000 results. Compare all 20 Amazon routes, or see eBay, Etsy, AliExpress and MercadoLibre.