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Best E-commerce web scrapers on Apify (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.

E-commerce web scrapers are verified with real user counts, live pricing, and data-extraction capabilities from the Apify Store.

From Amazon price monitoring to Facebook Marketplace lead generation, the Apify Store covers every major e-commerce platform. Here are the top actors that e-commerce teams rely on most.

Top Actors in This Category

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

All-in-one e-commerce scraper that extracts product listings, prices, reviews, and stock levels from Amazon, Walmart, eBay, and dozens more — all from a single actor with a unified output schema. Try E-commerce Scraping Tool on Apify →

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

Scrape the entire Meta Ads Library — all active ads across Facebook, Instagram, WhatsApp, and Threads. Extract ad creative, spend ranges, run dates, and targeting regions. Critical for competitive intelligence. Try Facebook Ads Library Scraper on Apify →

3. Google Maps Reviews Scraper28K users · 4.6 ⭐ · $0.35/1,000 reviews

Extract verified Google Maps reviews at just $0.35/1K. Get review text, star ratings, dates, reviewer profiles, and owner responses for reputation monitoring or review analysis. Try Google Maps Reviews Scraper on Apify →

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

Comprehensive Amazon product scraper. Extract product info, prices, ASINs, reviews, and category benchmarks across multiple Amazon country domains in one run. Try Amazon Product Scraper on Apify →

5. Google Ads Scraper10K users · 4.3 ⭐ · $2/1,000 ads

Scrape Google Ads for any keyword. Returns ad headline, description text, display URL, and landing page URL. Use it to track competitors' ad copy and discover bid opportunities. Try Google Ads Scraper on Apify →

6. Facebook Marketplace Scraper

Scrape Facebook Marketplace listings by location, category, and price range. Returns seller details, item description, price, and photos — useful for price benchmarking and competitive sourcing. Try Facebook Marketplace Scraper on Apify →

7. Amazon Reviews Scraper

Extract Amazon reviews at scale with verified purchaser flags, review dates, helpfulness votes, and full review text. Returns structured JSON for sentiment analysis and product research. Try Amazon Reviews Scraper on Apify →

8. Amazon Reviews Scraper (Junglee)

High-volume Amazon review scraper with pagination support and multi-ASIN batch inputs. Can process thousands of ASINs per run with star rating filtering and sorting options. Try Amazon Reviews Scraper (Junglee) on Apify →

9. Amazon Bestsellers Scraper

Track Amazon's Best Sellers rankings across any category and subcategory. Returns BSR rank, ASIN, price, review count, and listing URL — refreshed as frequently as you schedule it. Try Amazon Bestsellers Scraper on Apify →

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Why These Tools Stand Out

Every actor in this category is battle-tested by thousands of users on Apify's managed cloud. They handle proxy rotation, browser fingerprinting, and anti-bot bypasses automatically — delivering structured, clean data without you maintaining any infrastructure.

Free Credits

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


Start scraping for free →

Frequently Asked Questions

For Amazon, the Amazon Product Scraper (13K users, 4.8 ⭐) and Amazon Bestsellers Scraper are the top choices. For cross-platform extraction, the E-commerce Scraping Tool (4.6 ⭐) covers Amazon, Walmart, and eBay in one actor. For competitive ad intelligence, the Facebook Ads Library Scraper (14K users) and Google Ads Scraper are essential.

The Amazon Product Scraper charges $40/month plus usage fees. The Amazon Reviews Scraper and Bestsellers Scraper are pay-per-result. Apify provides $5 in free monthly credits that you can use to test any of these actors before committing to a plan.

Yes. Schedule any of these actors to run on a daily or hourly cadence using Apify's built-in scheduler. You can configure webhooks to receive results automatically, or export data to Google Sheets, a database, or any downstream system via the Apify API.