📦 Amazon Reviews Scraper | $3/1K | Real-Time, No Login

Scrape Amazon product reviews in real-time. Give it an ASIN (or full product URL) and get reviews with rating, title, text, reviewer, verified-purchase flag, helpful count, country, and product variant. Works across all 12 Amazon marketplaces.

✨ Key Features

• 🔄 Real-time scraping — always fresh reviews
• 📝 Accepts ASINs (B09B8V1LZ3), product URLs, or review URLs
• 🌍 Works on Amazon US, UK, DE, FR, IT, ES, CA, AU, JP, IN, MX, BR
• ⭐ Full rating, title, body, and verified-purchase flag
• 🔢 Helpful count, review date, reviewer country, product variant
• 🎯 Filter by star rating (1-5 stars, critical, positive)
• ↕️ Sort by most recent or most helpful
• 🧲 Auto-deduplication across pages and sort orders
• 🔒 No login, no cookies, no Amazon API key

Input

Simple — just an ASIN

{
  "asins": ["B09B8V1LZ3"]
}

Multiple products across marketplaces

{
  "asins": [
    "B09B8V1LZ3",
    "https://www.amazon.co.uk/dp/B08L5WHFHY",
    "https://www.amazon.de/product-reviews/B07PGL2ZSL"
  ],
  "maxPages": 5,
  "sortBy": "recent"
}

Only critical (1-2 star) reviews

{
  "asins": ["B09B8V1LZ3"],
  "maxPages": 5,
  "filterByStar": "critical"
}

Input Parameters

Field	Type	Required	Description
asins	string[]	✅	ASINs or Amazon URLs. Mix freely.
domain	string	❌	Default marketplace when only ASIN is provided (default: amazon.com)
maxPages	int	❌	Pages per product, 1-10 (default: 3). Amazon caps at ~10 pages for anonymous access.
sortBy	string	❌	recent or helpful (default: recent)
filterByStar	string	❌	all_stars, five_star ... one_star, critical, positive (default: all_stars)
extractReviewer	bool	❌	Reviewer name (default: true)
extractRating	bool	❌	1-5 star rating (default: true)
extractTitle	bool	❌	Review title (default: true)
extractDate	bool	❌	Review date (default: true)
extractText	bool	❌	Review body (default: true)
extractVerified	bool	❌	Verified Purchase flag (default: true)
extractHelpfulCount	bool	❌	Helpful votes (default: true)
extractCountry	bool	❌	Country / source marketplace (default: true)
extractVariant	bool	❌	Product variant (color/size) bought (default: true)
extractAsinField	bool	❌	Include ASIN + domain on each row (default: true)
maxConcurrency	int	❌	Parallel page scrapes (default: 2)
timeout	int	❌	Timeout per page in seconds (default: 180)

Output

One dataset row per review:

{
  "success": true,
  "productUrl": "https://www.amazon.com/dp/B09B8V1LZ3",
  "asin": "B09B8V1LZ3",
  "domain": "amazon.com",
  "reviewerName": "John K.",
  "rating": 5,
  "title": "Best smart speaker I've owned",
  "date": "Reviewed in the United States on March 15, 2026",
  "text": "The sound quality is surprisingly good for the size. Setup took 5 minutes...",
  "verifiedPurchase": "Verified Purchase",
  "helpfulCount": "23",
  "country": "United States",
  "productVariant": "Color: Charcoal, Size: Dot (5th Gen)"
}

Use Cases

• Product research for e-commerce / dropshipping
• Competitive analysis — mine a competitor's reviews
• Voice-of-customer: feed reviews into sentiment analysis
• Build AI training datasets
• Identify product defects / recurring complaints
• Track review velocity after a launch
• Amazon FBA / arbitrage research

Pricing

• $0.003 per review ($3 per 1,000 reviews)
• Pay only for unique reviews actually extracted
• Duplicates across pages are deduplicated and charged once

How it works

The actor extracts the ASIN from each input, and for page 1 scrapes the public product page (/dp/ASIN) which reliably shows ~8-10 top reviews. For deeper pages it tries the dedicated /product-reviews/ endpoint, which Amazon now often gates behind login for anonymous traffic.

Typical coverage per product:

• Page 1 alone → ~8-10 reviews (stable)
• Adding pages 2-5 → best effort, may add 10-20 more or may return 0

To maximize coverage, run the actor twice with different inputs:

• First run: sortBy: recent + filterByStar: critical (1-2 star reviews)
• Second run: sortBy: recent + filterByStar: positive (4-5 star reviews)

Notes

• Amazon gates deeper review pagination behind login for anonymous users (this is an Amazon-side change, not an actor limitation)
• Page 1 results are always reliable and fresh
• The reviewer name is whatever Amazon shows publicly (often initials)
• Verified Purchase flag is only set for Amazon-verified orders
• No Amazon account or Product Advertising API key needed

Tips

• Competitor research: pull 10 pages sorted by recent + 10 pages sorted by helpful → full picture
• Defect hunting: filterByStar: one_star + sortBy: recent to see the freshest complaints
• Launch tracking: sortBy: recent on a new product every day, compare row counts
• Combine with our Amazon Product Scraper to enrich the product side (title, price, rating count, images)