01
Bright Data E-commerce Datasets
9.2/10 · from $500/moDeepest marketplace SKU coverage with daily refresh options.
Why it ranks here: Deepest marketplace SKU coverage with daily refresh options.
Best Datasets · Updated 2026-07-28
The Best E-commerce Datasets of 2026
Product, pricing and review datasets for marketplaces, ranked on refresh cadence and SKU coverage.
Buying a retail dataset is usually cheaper than building marketplace crawlers, until you need same-day pricing. Then the economics flip.
We compared vendors on SKU coverage per marketplace, refresh cadence and how they handle variant-level pricing.
The ranked picks
02
Oxylabs E-Commerce Scraper API
9.0/10 · from $49/moStructured product output on demand — closer to a live feed than a static dump.
Why it ranks here: Structured product output on demand — closer to a live feed than a static dump.
03
Apify Marketplace Actors
8.7/10 · from $49/moCheapest path to a bespoke marketplace feed without building crawlers.
Why it ranks here: Cheapest path to a bespoke marketplace feed without building crawlers.
04
Datashake Reviews API
8.2/10 · from $99/moBest coverage of review corpora across retail and local platforms.
Why it ranks here: Best coverage of review corpora across retail and local platforms.
How we tested
Coverage
Records, countries and refresh cadence verified against known samples.
Accuracy
Field-level spot checks on a random 500-record sample.
Delivery
API, S3/GCS drop, webhook and schema stability across releases.
Compliance
GDPR/CCPA posture, source disclosure and opt-out handling.
Pricing
Cost per 1,000 records at realistic annual volumes.
Scores are recomputed whenever a vendor changes pricing, sourcing or infrastructure. This list was last verified on 2026-07-28. We earn commission from some links on this page; placement is decided from test data before any commercial terms are discussed.
Frequently asked questions
How fresh is 'daily' pricing data?+
Usually a snapshot taken in a fixed window, not continuous. If you run repricing, confirm the snapshot time — a 12-hour lag can be worse than no data.
