ShoppingScraper vs ScrapingBee
ScrapingBee renders pages and hands you raw HTML to parse yourself. ShoppingScraper is a real-time Google Shopping API that returns structured offers — already matched to the right product by EAN/GTIN. One is generic scraping infrastructure; the other is the matched data layer.
Feature-by-feature comparison
| Feature | ShoppingScraper | ScrapingBee |
|---|---|---|
| What you get back | Structured Google Shopping JSON (offers, info, variants, reviews) | Raw HTML you parse yourself |
| Real-time EAN/GTIN matching | ||
| Every merchant offer for a product | Only if you build the parser | |
| Google Shopping coverage | 40+ countries, maintained | You target and maintain each page |
| Schema stability when Google changes layout | We absorb it | Your parser breaks |
| Proxy infrastructure | Managed | Managed |
| Matched Google Shopping product ID | On Enterprise | |
| Real-time API |
Structured, matched data vs raw HTML
ScrapingBee is a capable general-purpose scraping API: give it a URL, it renders the page and returns the HTML. But for Google Shopping pricing you then have to write and maintain the parser, target each market, and figure out which listing actually corresponds to your product. ShoppingScraper does that work — you call one endpoint and get structured offers for the right product, in real time, without parsing anything.
- No HTML parsing — offers, info, variants and reviews come back as JSON
- We maintain the schema across Google's layout changes
- 40+ Google Shopping countries from one contract
The matching ScrapingBee doesn't do
A general scraper has no concept of your catalog. ShoppingScraper's real-time resolver takes an EAN or GTIN and returns the correct Google Shopping product — so the prices you get back actually match the item you asked about, not a wrong barcode result. That matching is the difference between data you can act on and data you have to second-guess.
- Real-time EAN/GTIN → correct product resolution
- Matched Google Shopping product ID returned on Enterprise
- Built for pricing platforms, repricers and large catalogs
Frequently Asked Questions
Can't I just use ScrapingBee to scrape Google Shopping myself?+
You can fetch the HTML, but you still have to build and maintain the parser, handle each country, and match listings to your products. ShoppingScraper returns structured, matched offers directly, so your team consumes data instead of maintaining a scraper.
Does ScrapingBee match products by EAN/GTIN?+
No. ScrapingBee is a general-purpose scraping API and has no product-matching layer. ShoppingScraper resolves each EAN/GTIN to the right Google Shopping product in real time.
Are both real-time?+
Yes — both fetch live. The difference is what you get: ScrapingBee returns raw HTML, ShoppingScraper returns structured Google Shopping offers already matched to the right product.
Which should a pricing platform or repricer choose?+
If you need structured, matched Google Shopping offers to power a product, ShoppingScraper is the data layer. ScrapingBee is a better fit when you need to scrape arbitrary websites and are happy to build the parsing and matching yourself.
Skip the HTML parsing
Get structured, real-time, matched Google Shopping offers from one API.