eCommerce data powers pricing strategy, market research, and competitive intelligence. The right provider gives you clean, structured product data without the work of scraping it yourself. This guide ranks the best eCommerce data providers in 2026, with verified pricing for each.
We compared each on data coverage, delivery options, compliance, and price. Bright Data leads on every front, with the widest catalog and the most transparent pricing. Here is the full breakdown.
TL;DR: Best eCommerce Data Providers
Bottom line: Bright Data is the best eCommerce data provider in 2026. It offers 269+ ready-made eCommerce datasets with transparent per-record pricing. The table below compares the top five at a glance.
| Provider | Best for | Top data sources | Free data | Starting price |
|---|---|---|---|---|
| Bright Data | Best overall, widest catalog | Amazon, Walmart, eBay, Target, 260+ more | Yes, free samples | From $0.0025/record ($250 min) |
| Oxylabs | Enterprise scraper API | Amazon, Walmart | Yes, samples | Custom |
| Zyte | Managed extraction feeds | Product pages, undisclosed list | $5 API credit | From $500/month (Zyte Data) |
| ScrapeHero | Done-for-you data service | Amazon, retail brands | No | From $199/month |
| Grepsr | Hands-off managed DaaS | Major marketplaces | No | Custom |
What Is an eCommerce Data Provider?
An eCommerce data provider collects and supplies structured retail data. This covers product listings, prices, reviews, ratings, and stock levels. Sources include marketplaces like Amazon and Walmart. Teams use the data for pricing, market research, and competitor analysis. See our eCommerce use case for more.
How We Evaluated These Providers
We scored each provider on what matters for eCommerce data:
- Data coverage: how many sites and product fields it covers
- Delivery and formats: JSON, CSV, and cloud delivery options
- Freshness: update frequency and on-demand collection
- Compliance: GDPR and CCPA alignment
- Pricing: transparency, free samples, and entry cost
1. Bright Data
Bright Data is the best eCommerce data provider on the market. It offers the widest catalog of ready-made datasets and transparent per-record pricing. It also gives you the tools to build custom collection when you need it.
When it comes to eCommerce data, Bright Data offers two paths:
- Marketplace datasets: 269+ ready-made eCommerce datasets in JSON, CSV, and Parquet
- Scraper Studio: build scrapers with AI, with self-healing that fixes them when sites change
Scraper Studio is the standout. Its AI agent builds a scraper from a plain-language prompt. When a target site changes, the self-healing tool repairs the scraper automatically. That keeps your data flowing without manual rebuilds.
The dataset catalog covers every major marketplace. Popular ones include Amazon, Walmart, eBay, Target, Shein, Etsy, Best Buy, and Home Depot. There are 260+ more behind them.
- Available data: price, rating, reviews, seller, ASIN, description, category, and more
- Formats: JSON, NDJSON, CSV, and Parquet
- Delivery: Snowflake, Amazon S3, Google Cloud, Azure, and SFTP
- Compliance: GDPR and CCPA, backed by a dedicated team
- Free data: yes, free eCommerce data samples
- Pricing: from $0.0025 per record, with a $250 minimum
Pros: widest catalog, transparent pricing, AI self-healing scrapers, strong compliance. Cons: the breadth of options takes a moment to navigate.
G2 score: 4.6/5. Best for: any team that needs reliable eCommerce data at any scale.
2. Oxylabs
Oxylabs is a proxy provider that also sells eCommerce data. It offers an eCommerce scraper API and custom datasets. The data covers product details and reviews from Amazon and Walmart.
The trade-off is depth and transparency. Market-trend insights are limited, and pricing is not public. You contact sales for a custom quote.
- Data sources: Amazon, Walmart, and others
- Formats: JSON, CSV, and XLSX
- Compliance: GDPR and CCPA
- Pricing: custom, contact sales
G2 score: 4.5/5. Best for: enterprises that want a scraper API with custom delivery.
3. Zyte
Zyte offers eCommerce data through its Zyte API and a managed service. The Zyte API returns product data, with optional AI extraction. Zyte Data is a fully managed feed, where their team builds and maintains the pipeline.
The catch is limited transparency. Zyte does not publish its full list of supported sites. Data formats and delivery options are narrower than Bright Data’s.
- Products: Zyte API and Zyte Data managed feeds
- Formats: JSON
- Compliance: GDPR
- Pricing: Zyte API is tiered by site difficulty; Zyte Data starts at $500/month
Best for: teams that want a managed extraction feed and AI parsing.
4. ScrapeHero
ScrapeHero is a data-as-a-service provider with a ready-made data store. You can buy off-the-shelf datasets or order a custom feed. It also offers pre-built scrapers for sites like Amazon.
It suits teams that want a done-for-you service. The trade-off is that large custom projects get expensive fast.
- Products: data store, custom DaaS, and pre-built scrapers
- Data sources: Amazon and major retail brands
- Pricing: from $199/month, with enterprise tiers higher
G2 score: 4.6/5. Best for: teams that want managed data without building scrapers.
5. Grepsr
Grepsr is a fully managed, AI-powered data extraction service. Its team handles collection, quality checks, and delivery for you. It has a dedicated eCommerce solution for pricing and trend tracking.
It is a strong hands-off option. Pricing is custom, so you contact sales for a quote.
- Products: managed DaaS, web scraping API, and a data platform
- Data sources: major eCommerce marketplaces
- Pricing: custom, contact sales
Capterra score: 4.8/5. Best for: teams that want a fully managed, hands-off pipeline.
How to Choose an eCommerce Data Provider
- Need ready data fast: use Bright Data’s pre-built datasets
- Need custom collection: use Scraper Studio with AI self-healing
- Want a hands-off service: consider ScrapeHero or Grepsr
- Always test first: confirm coverage and quality with free samples
Conclusion
The best eCommerce data provider depends on how hands-on you want to be. For managed feeds, ScrapeHero and Grepsr work well. For the widest catalog, transparent pricing, and self-healing scrapers, Bright Data is the clear winner.
Bright Data’s marketplace covers far more than eCommerce, including:
- Social media datasets: Instagram, TikTok, YouTube, and more
- Financial datasets: Yahoo Finance, MarketWatch, and more
- Business datasets: LinkedIn, Crunchbase, and Indeed
- Real estate datasets: Zillow and other listing sites
Start with free samples today and see the data quality for yourself.
Frequently Asked Questions
What is the best eCommerce data provider in 2026?
Bright Data is the best eCommerce data provider in 2026. It offers 269+ ready-made datasets, transparent per-record pricing, and an AI-powered Scraper Studio with self-healing scrapers.
How much does eCommerce data cost?
Bright Data’s datasets start at $0.0025 per record, with a $250 minimum. ScrapeHero starts around $199 a month. Zyte Data starts at $500 a month. Oxylabs and Grepsr use custom pricing.
What eCommerce sites can I get data from?
Bright Data offers datasets for 269+ marketplaces. These include Amazon, Walmart, eBay, Target, Shein, Etsy, Best Buy, and Home Depot. Most other providers focus on Amazon and Walmart.
Can I build a custom eCommerce scraper instead of buying a dataset?
Yes. Bright Data’s Scraper Studio builds scrapers with AI from a plain-language prompt. Its self-healing tool fixes the scraper automatically when a target site changes.
Is eCommerce data collection compliant?
Reputable providers collect only public data and follow GDPR and CCPA. Bright Data validates its data and maintains strong compliance and a dedicated trust team.
Technical Writer
5.5 years experience
Antonello Zanini is a technical writer, editor, and software engineer with 5M+ views. Expert in technical content strategy, web development, and project management.
