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Best E-Commerce Tools: From Any Store to Structured Data (2026)

· 5 min read
Yassine El Haddad
Software Developer & Automation Specialist

I build production AI agents, web scrapers, and automation pipelines. Most of what I publish here comes from the actual problems they run into: proxies that get banned, anti-bot stacks that fingerprint your client, RAG that drifts when the underlying data moves. Stack: Python, TypeScript, Go, FastAPI, LangChain, Crawlee, Playwright, deployed on AWS, GCP, and Cloudflare.

The e-commerce tools collection includes actors that turn online stores into structured, queryable datasets without you managing infrastructure.

The Apify Store's e-commerce collection covers every major retailer — from Amazon and eBay to Costco, Kroger, and Kaufland. Here are the top actors for turning storefronts into clean, structured data.

Top Actors in This Collection

1. E-commerce Scraping Tool5.2K users · 4.6 ⭐ · $0.50–$6/1,000

All-in-one e-commerce scraper supporting Amazon, Walmart, eBay, and dozens more. Extracts product listings, prices, reviews, and stock levels in a unified JSON schema — no need for platform-specific scrapers. Try E-commerce Scraping Tool on Apify →

2. Real Estate Aggregator3K users · 4.3 ⭐ · $3/1,000 listings

Aggregate real estate listings from Zillow, Realtor.com, and Trulia simultaneously into a single deduplicated dataset for market analysis. Try Real Estate Aggregator on Apify →

3. Amazon Product Scraper13K users · 4.8 ⭐ · $40/month + usage

A full-featured Amazon scraper on Apify (4.8 ⭐, 13K users). Extract product details, prices, ASINs, reviews, and category benchmarks across multiple Amazon country domains. Try Amazon Product Scraper on Apify →

4. Kaufland Product Detail Scraper

Extract full product detail pages from Kaufland.de including price, availability, product specs, EAN codes, and category breadcrumb. Supports German and European product catalog monitoring. Try Kaufland Product Detail Scraper on Apify →

5. CostCo Fast Product Scraper

Speed-optimized Costco.com scraper that extracts item number, name, current price, and availability. Returns structured JSON for bulk product catalog monitoring and price tracking. Try CostCo Fast Product Scraper on Apify →

6. Facebook Ads Library Scraper14K users · 4.1 ⭐ · $3.40/1,000 ads

Scrape the entire Meta Ads Library for active e-commerce campaigns. Extract promotional ad creatives, spend ranges, and run dates to benchmark competitor advertising strategies. Try Facebook Ads Library Scraper on Apify →

7. Hotel Review Aggregator

Aggregate hotel reviews across TripAdvisor, Booking.com, and Google Maps simultaneously for any property. Returns normalized review data with timestamps and platform source for sentiment analysis. Try Hotel Review Aggregator on Apify →

8. Kroger Fast Product Scraper

Monitor Kroger grocery product listings with current price, sale price, unit price, and in-store availability. Ideal for tracking weekly deals and digital coupon pricing. Try Kroger Fast Product Scraper on Apify →

9. eBay Scraper

Scrape eBay product listings by keyword or category. Returns item title, current bid/Buy It Now price, shipping cost, seller rating, and listing end time in structured JSON. Try eBay Scraper on Apify →

10. Facebook Marketplace Scraper

Extract Facebook Marketplace listings by location, category, and price range. Returns seller info, item description, photos, and price — useful for secondary market price intelligence. Try Facebook Marketplace Scraper on Apify →

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Why These Tools Stand Out

Every actor in this collection delivers structured e-commerce data without requiring you to maintain browser environments or manage IP rotation. Schedule runs, set webhooks, and receive clean JSON from any store automatically.

Free Credits

Apify offers $5 in free monthly credits, so you can start using these tools on the free tier.


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Frequently Asked Questions

The E-commerce Scraping Tool (5.2K users, 4.6 ⭐) is the best single actor for cross-platform extraction — it covers Amazon, Walmart, eBay, and dozens more with a unified output schema. For Amazon-specific deep extraction, use the Amazon Product Scraper (13K users, 4.8 ⭐).

Schedule any of these actors to run daily with Apify's built-in scheduler. Use webhooks to trigger alerts when runs complete, and compare results to the previous day's dataset in your pipeline. For change detection specifically, the Website Changes Detector actor sends structured diffs of what changed.

Yes, every Apify actor comes with an auto-generated REST API. You can trigger runs and fetch results via webhook, or use the official Apify clients for Python and JavaScript. Results export as JSON, CSV, or push directly to Google Sheets.