The ecommerce data extraction market has matured significantly. What was once a niche occupied by DIY scrapers and unreliable proxies is now a proper API ecosystem. But with more options comes more confusion.
This guide reviews the top ecommerce scraping APIs available in 2026, based on hands-on testing. We'll cover what each does well, where they fall short, and which is best for different use cases.
What Makes a Good Ecommerce API?
Before comparing specific tools, here's what matters:
- Data quality — Does the API return accurate, complete, and consistently structured data?
- Reliability — What's the success rate? How often do requests fail or return empty data?
- Speed — How fast do you get results? Milliseconds matter when you're pulling thousands of products.
- Coverage — Which retailers and regions are supported?
- Maintenance burden — How much work do you need to do beyond calling the API?
- Pricing — What does it actually cost at your expected volume?
The APIs We Tested
1. MultiCartAPI
Type: Structured ecommerce data API
MultiCartAPI returns clean JSON for ecommerce products. You pass a product identifier, and you get back structured data — prices, ratings, availability, images, categories, and more.
Strengths:
- Zero parsing required — data comes back as typed JSON
- Full coverage of all 22 Amazon marketplaces worldwide
- Expanding support for Australian retailers (Officeworks, Kmart, etc.)
- Free tier with 500 requests
- Self-hosted infrastructure — no reliance on third-party cloud providers
Best for: Teams building ecommerce applications who want structured data without maintaining parsers.
Pricing: Free tier (500 requests), then usage-based pricing.
curl "https://multicartapi.com/api/v1/amazon/product?asin=B0DFJJFL4M&domain=com.au" \
-H "Authorization: Bearer YOUR_KEY"
2. ScraperAPI
Type: General-purpose web scraping proxy
ScraperAPI handles proxy rotation, CAPTCHAs, and browser rendering. You send a URL, and it returns raw HTML. You parse the HTML yourself.
Strengths:
- Works with any website, not just ecommerce
- Large free tier (5,000 requests)
- Simple API — just pass a URL
- Good documentation
Weaknesses:
- Returns raw HTML — you build and maintain parsers
- No ecommerce-specific data structuring
- Parser maintenance becomes significant at scale
Best for: Developers who need to scrape non-ecommerce sites or who have existing parser infrastructure.
Pricing: Free (5,000 requests/month), paid plans from $49/month.
3. Oxylabs
Type: Web scraping infrastructure + structured data APIs
Oxylabs offers both raw scraping (via their proxy network) and structured data products (E-Commerce Scraper API, Web Scraper API).
Strengths:
- Massive proxy network (100M+ IPs)
- Structured data products for major retailers
- Enterprise-grade reliability
- Good geographic coverage
Weaknesses:
- Premium pricing — starts at $99/month for structured APIs
- Complex product lineup can be confusing
- Minimum commitments on some plans
- Overkill for small-to-medium projects
Best for: Enterprise teams with large budgets and high-volume requirements.
Pricing: From $99/month (Scraper API), proxy products billed per GB.
4. Bright Data
Type: Data collection platform
Bright Data (formerly Luminati) is one of the largest players in the space, offering everything from proxy networks to pre-built datasets.
Strengths:
- Largest proxy network in the industry
- Web Scraper IDE for building scrapers visually
- Pre-collected datasets available for purchase
- Extensive documentation
Weaknesses:
- Complex pricing structure
- Can be expensive for small teams
- Learning curve for the full platform
- Some products require minimum commitments
Best for: Large organisations that need both scraping infrastructure and pre-collected datasets.
Pricing: Pay-as-you-go from $0.001/record for datasets, proxy pricing per GB.
5. Rainforest API
Type: Amazon-specific data API
Rainforest API focuses exclusively on Amazon data. It returns structured JSON for Amazon product pages, search results, reviews, and more.
Strengths:
- Deep Amazon coverage
- Structured JSON output
- Search results, reviews, and product data
- Good documentation with examples
Weaknesses:
- Amazon only — no other retailers
- Higher per-request cost than general scrapers
- Limited free tier
Best for: Projects that only need Amazon data and want comprehensive coverage of Amazon-specific features.
Pricing: From $50/month (1,000 requests).
Comparison Table
| Feature | MultiCartAPI | ScraperAPI | Oxylabs | Bright Data | Rainforest |
|---|---|---|---|---|---|
| Output | Structured JSON | Raw HTML | Both | Both | Structured JSON |
| Ecommerce focus | Yes | No | Partial | Partial | Amazon only |
| Free tier | 500 req | 5,000 req | Trial | Trial | 100 req |
| Starting price | Free | $49/mo | $99/mo | Varies | $50/mo |
| Amazon support | Yes | Yes | Yes | Yes | Yes |
| Multi-retailer | Yes | Any URL | Yes | Yes | No |
| Parsing needed | No | Yes | Depends | Depends | No |
| Self-hosted option | N/A | No | No | No | No |
How to Choose
Choose MultiCartAPI if:
- You need structured ecommerce product data
- You want zero maintenance on parsing logic
- You're building a product that depends on reliable, typed data
- You need Australian retailer support
- You want a generous free tier to prototype with
Choose ScraperAPI if:
- You need to scrape non-ecommerce websites
- You have existing parsers and just need proxy infrastructure
- You want the largest free tier for experimentation
- Your use case is primarily content scraping, not product data
Choose Oxylabs or Bright Data if:
- You're an enterprise with high-volume requirements
- You need a massive proxy network
- Budget isn't the primary constraint
- You need geographic targeting across many countries
Choose Rainforest API if:
- You only need Amazon data
- You want the deepest possible Amazon coverage (ads, BSR, etc.)
- You don't need data from any other retailer
Our Recommendation
For most ecommerce data projects, start with a structured data API (MultiCartAPI or Rainforest) rather than a raw scraping proxy. The time you save on parsing and maintenance compounds quickly.
If your needs grow beyond ecommerce or you need raw HTML access for custom parsing, add a general-purpose scraper alongside your structured API.
The worst approach is building custom parsers on top of a proxy service when a structured API already exists for your use case. You'll spend weeks building what an API gives you in milliseconds.
Want to try structured ecommerce data? Start with MultiCartAPI — 500 free requests, no credit card required. Or read our API docs to see exactly what data you'll get back.