Amazon Product & Review Scraper

Extract Amazon product data, prices, ratings, reviews, Best Seller Rank (BSR), and seller info at scale. Input keywords, ASINs, or direct product URLs. Supports 10 Amazon marketplaces.

What you get

Product data:

• Title, ASIN, brand, category breadcrumb
• Price (current + original), discount %, stock status
• Star rating, total review count, per-star rating breakdown (1★–5★ percentages)
• Best Seller Rank (BSR) in each category
• Seller name, fulfillment type (FBA / FBM)
• Product features / bullet points, description, up to 8 images
• Shipping info, product detail table

Review data:

• Review ID + direct review URL
• Star rating, title, full review body (no truncation)
• Review date (string + ISO 8601)
• Verified purchase badge
• Helpful vote count
• Reviewer name
• Product variant reviewed
• Review images (high-res)

What makes this different

Feature	Junglee (2.8★)	epctex (4.9★)	This actor
Keyword search	❌	❌	✅
Direct product URLs	✅	✅	✅
Direct ASINs	✅	✅	✅
Filter by star rating	✅	❌	✅
Filter by date (cutoff)	✅	❌	✅
Filter by keyword in review	✅	❌	✅
International reviews	❌	✅	✅
Sort: recent / helpful	✅	❌	✅
Product data + reviews	❌	❌	✅
BSR + seller info	❌	❌	✅
Rating breakdown (1–5★ %)	❌	❌	✅
Review deduplication	❌	❌	✅
Marketplaces	US only	All	10 marketplaces
Max reviews	500	Unlimited	500+ per filter

Sample output

{
  "type": "product",
  "asin": "B07ZPKN6YR",
  "title": "Sony WH-1000XM5 Wireless Headphones",
  "price": 279.99,
  "originalPrice": 349.99,
  "discount": "20%",
  "rating": 4.7,
  "reviewCount": 12453,
  "ratingBreakdown": { "5star": 72, "4star": 14, "3star": 7, "2star": 3, "1star": 4 },
  "bsr": { "Electronics": 5 },
  "brand": "Sony",
  "fulfillmentType": "FBA",
  "inStock": true
}

{
  "type": "review",
  "asin": "B07ZPKN6YR",
  "id": "R3U6LFKDTCOJYW",
  "reviewUrl": "https://www.amazon.com/gp/customer-reviews/R3U6LFKDTCOJYW",
  "title": "Best headphones I have owned",
  "rating": 5,
  "date": "Reviewed in the United States on February 3, 2024",
  "reviewDate": "2024-02-03T00:00:00.000Z",
  "verified": true,
  "body": "...",
  "helpfulVotes": "21 people found this helpful",
  "variant": "Color: Black",
  "reviewImages": ["https://m.media-amazon.com/..."]
}

Input options

• startUrls — Direct Amazon product URLs
• keywords — Search terms (actor finds products then scrapes reviews)
• asinList — Specific ASINs
• countryCode — US, UK, DE, CA, FR, ES, IT, JP, AU, MX
• filterByRatings — Only fetch 1, 2, 3, 4, or 5 star reviews
• reviewsCutoffDate — e.g. 2024-01-01 or 30 days or 6 months
• reviewsFilterByKeywords — Only return reviews containing these words
• sortReviewsBy — recent or helpful
• includeOtherCountriesReviews — Also pull from US marketplace
• minPrice / maxPrice — Price filters
• minRating / onlyInStock — Product quality filters
• scrapeProductDetails — Toggle off for reviews-only mode

Use cases

• FBA research — Find top-selling products with demand data
• Sentiment analysis — Feed review bodies to LLMs for AI insights
• Review monitoring — Date-filtered runs to catch new negative reviews
• Competitor intelligence — Track ratings, BSR, pricing changes
• Price monitoring — Schedule daily runs for price history

Integrations

Works with Make.com, Zapier, n8n, LangChain, any JSON consumer. Schedule daily runs for automated monitoring.

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