ShopAPIS vs Bright Data vs Oxylabs vs ScraperAPI
ShopAPIS, Bright Data, Oxylabs and ScraperAPI all get you e-commerce data, but they solve different problems: ShopAPIS, Bright Data and Oxylabs return structured JSON fields, while ScraperAPI is primarily proxy-plus-HTML with structured endpoints for select sites. Bright Data and Oxylabs are large proxy networks that added parsed e-commerce APIs on top; ScraperAPI is a request-and-proxy layer; ShopAPIS is a purpose-built e-commerce data API that returns 40+ normalized fields across 70+ marketplaces in 30+ countries. Pick on output shape and coverage, not brand size.
All four are credible vendors. The differences that matter are whether you receive fields or HTML, how many marketplaces share one schema, and how the bill scales. Below is a factual side-by-side, with each vendor’s published model cited.
Head-to-head table
| Axis | ShopAPIS | Bright Data | Oxylabs | ScraperAPI |
|---|---|---|---|---|
| Primary output | Structured JSON, normalized fields | Structured JSON (Web Scraper API + datasets) | Structured JSON (E-Commerce / Web Scraper API) | Raw HTML + Structured Data Endpoints for select sites |
| Structured vs raw | Structured-first | Structured + raw options | Structured + raw options | Raw-first; structured for some targets |
| Fields returned | Price, currency, availability, Buy Box/offers, rating, review count + text, variants, SKU/ASIN/GTIN, seller, images, category | Price, availability, reviews, seller, metadata | Product, pricing, reviews, seller (per-target parsers) | Whatever you parse from HTML; SDEs return JSON for supported sites |
| Marketplace coverage | 70+ marketplaces, 30+ countries in one schema | 437+ pre-built scrapers; large dataset catalog | Dedicated parsers for major marketplaces | Any URL via proxy; structured endpoints for a shortlist |
| Pricing model (published) | Per successful record | Web Scraper API from ~$0.75 / 1k successful requests; datasets/records priced separately | From ~$1.50 / 1k results PAYG, lower on monthly plans | Credit-based; Amazon ~5 credits/request, JS rendering adds more |
| You pay for failures? | No — successful records only | No — pay-per-success | No — successful results | Credits consumed per request attempt |
| Ease of use | Send ID/URL, get fields; minimal glue | API + datasets + dashboards; broad but more surface | API with target params; solid docs | Simple proxy swap; you own parsing unless SDE exists |
| Best for | Many marketplaces as one clean schema | Massive scale + off-the-shelf datasets | Enterprise scraping with parsed e-commerce targets | Teams that already parse HTML and want unblocking |
Sources: Bright Data Web Scraper pricing and best web scraping APIs ; Oxylabs Web Scraper API pricing and E-Commerce Scraper API ; ScraperAPI Amazon scraper . Pricing models change — verify current rates before committing.
What each is genuinely best at
Bright Data and Oxylabs sell scale and proxy infrastructure; ScraperAPI sells unblocking; ShopAPIS sells normalized fields across the long tail of marketplaces.
- Bright Data is the leader in dataset scale and breadth — 437+ pre-built scrapers and large off-the-shelf datasets (JSON/CSV/Parquet). If you want bulk historical data without running anything, it is hard to beat. The trade-off is a broad product surface with several pricing dimensions.
- Oxylabs is a strong enterprise choice: a robust E-Commerce Scraper API with per-target parsers and a large proxy pool. Pricing leans higher per result at low volume but discounts at scale.
- ScraperAPI shines when you already have parsing logic and mainly need to get past blocks. Its credit model means heavy targets like Amazon cost more credits than a plain page, and JS rendering adds more — so model your real mix before estimating cost.
- ShopAPIS is built for teams that need the same field schema across Amazon, MercadoLibre, Ozon, Trendyol, TikTok Shop, Allegro, Coupang and dozens more — without writing a parser per site or stitching together one actor per marketplace.
Where the trade-off lands
Choose structured data APIs (ShopAPIS, Bright Data, Oxylabs) when your team’s value is in the analysis, not the parsing — you want price, Buy Box, rating and seller as fields. Choose raw infrastructure (ScraperAPI) when you already own parsers and the bottleneck is purely getting unblocked. And if your requirement is one normalized schema spanning 70+ marketplaces across 30+ countries, that breadth-with-consistency is exactly what ShopAPIS is designed for.
Sample ShopAPIS response (same schema, any marketplace)
{
"platform": "mercadolibre",
"marketplace": "mercadolibre.com.mx",
"product_id": "MLM123456789",
"title": "Echo Dot (5.ª generación)",
"price": { "amount": 1499.00, "currency": "MXN", "list_price": 1799.00 },
"availability": "in_stock",
"rating": 4.6,
"review_count": 8420,
"seller": { "name": "Amazon Mexico", "is_official_store": true },
"gtin": "0840268925000",
"scraped_at": "2026-06-05T11:42:00Z"
}That identical field structure — whether the source is Amazon, MercadoLibre or Ozon — is the practical advantage when you compare on integration cost.