How to Scrape Amazon with Apify (2026 Guide for E-commerce Marketers)
Amazon is the largest e-commerce data source on the internet — product prices, review counts, bestseller rankings, search trends. For e-commerce marketers, scraping Amazon provides competitive intelligence that would take hours to collect manually. Apify's Amazon actors automate this: price monitoring, review analysis, bestseller tracking and keyword research.
This guide covers the exact workflow for scraping Amazon with Apify, the data you can collect, and how to turn it into pricing and product strategy decisions.
Quick answer: how to scrape Amazon with Apify
- Go to Apify Store and search "Amazon" — Go to Apify Store and search "Amazon"
- Choose an actor Amazon Product Scraper, Amazon Reviews Scraper, or Amazon Bestsellers Scraper
- Configure input product URLs, search keywords, or category URLs
- Set max results and concurrency — Set max results and concurrency
- Run the actor — it collects product data, pricing, reviews, ratings — Run the actor — it collects product data, pricing, reviews, ratings
- Export as CSV/JSON — Export as CSV/JSON
- Analyze price comparison, review sentiment, competitive positioning
Apify
4.7Verified partnerWeb scraping and automation platform — Free / $49/mo Starter
Available Amazon actors
- Amazon Product Scraper: input product URLs or ASINs, get full product data (title, price, rating, features, images, availability)
- Amazon Reviews Scraper: input product URL, get all reviews (text, rating, date, author, helpful votes)
- Amazon Bestsellers Scraper: scrape bestseller lists by category for trend tracking
- Amazon Search Scraper: input keywords, get search results with rankings and sponsored placements
Data fields available
- Product: title, ASIN, price, list price, availability, brand, category, BSR (Best Seller Rank)
- Reviews: text, star rating, date, author name, helpful votes, verified purchase status
- Search: product position, sponsored vs organic, title, price, rating, review count
- Bestsellers: rank position, product title, price, rating, review count, category
E-commerce marketing use cases
- Price monitoring: scrape competitor products daily, track price changes, adjust your pricing automatically
- Review mining: scrape competitor reviews, analyze sentiment, identify common complaints to avoid
- Keyword research: scrape Amazon search results for your keywords, analyze which products rank and why
- Bestseller tracking: monitor bestseller lists in your category weekly to spot trends early
- Product gap analysis: compare your product features against top-ranked competitors
- Sponsored ad intelligence: see which competitors bid on your keywords and what their ads say
The highest-ROI workflow: scrape your top 5 competitors' reviews weekly. Categorize complaints by theme. Fix those issues in your product and highlight the fixes in your listings. Review-driven product improvement is the most direct path to higher ratings.
Apify
4.7Verified partnerWeb scraping and automation platform — Free / $49/mo Starter
Scheduled price monitoring
Set up a daily price monitoring workflow on Apify Pro:
- Compile a list of competitor product URLs (10-50 products) — Compile a list of competitor product URLs (10-50 products)
- Configure Amazon Product Scraper with these URLs — Configure Amazon Product Scraper with these URLs
- Set the actor to run daily at 8 AM via Apify scheduling — Set the actor to run daily at 8 AM via Apify scheduling
- Connect a webhook to send results to Google Sheets or your dashboard — Connect a webhook to send results to Google Sheets or your dashboard
- Set up alerts if any competitor drops price by more than 5%, get notified
- Adjust your pricing or promotions in response within 24 hours — Adjust your pricing or promotions in response within 24 hours
Review sentiment analysis workflow
Scrape 500+ reviews from a competitor product. Export to CSV. Use ChatGPT or a sentiment analysis tool to categorize reviews by theme (quality, shipping, price, customer service). The top 3 complaint themes are your product improvement roadmap. The top 3 praise themes are your marketing message opportunities.
Amazon scraping with Apify gives e-commerce marketers competitive intelligence that drives pricing, product and marketing decisions. Start with price monitoring (daily competitor tracking) and review mining (competitor complaint analysis). These two workflows alone justify the $49/mo Pro subscription through better pricing decisions and product improvements.
FAQ
Can I scrape Amazon with Apify?
Yes. Apify offers multiple Amazon scraping actors: Amazon Product Scraper (product data by URL or ASIN), Amazon Reviews Scraper (all reviews for a product), Amazon Bestsellers Scraper (bestseller lists by category) and Amazon Search Scraper (search results by keyword).
Is scraping Amazon legal?
Scraping public Amazon product data (prices, titles, ratings visible without login) is generally legal. Amazon's Terms of Service restrict automated access, so use reasonable rate limits, do not overload their servers, and use the data for legitimate competitive intelligence. Always consult legal counsel for your jurisdiction.
What data can I get from Amazon scraping?
Product data (title, ASIN, price, list price, availability, brand, category, BSR), review data (text, star rating, date, author, helpful votes, verified purchase status), search data (product position, sponsored vs organic) and bestseller data (rank, product, price, rating, review count).
How much does it cost to scrape Amazon with Apify?
On Apify Pro ($49/mo), scraping 1,000 Amazon products costs roughly $0.50-2.00 in compute. Daily monitoring of 50 competitor products costs about $0.05-0.20/day ($1.50-6.00/month) — well within the $49 Pro credit. Some Amazon actors may require proxies for high-volume scraping.
How do e-commerce marketers use Amazon scraped data?
Price monitoring (daily competitor price tracking), review mining (sentiment analysis of competitor complaints for product improvement), keyword research (which products rank for your keywords and why), bestseller tracking (spot category trends early) and sponsored ad intelligence (see which competitors bid on your keywords).
Tools mentioned in this article
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Apify
4.7Verified partnerWeb scraping and automation platform — Free / $49/mo Starter