Amazon Reviews Scraper

Scrape Amazon product reviews into clean, structured JSON — review text, title, star rating, date, verified-purchase & Vine flags, helpful votes, purchased variant, author, and customer photos/videos — plus a per-ASIN ratings histogram, rating totals, and Amazon's "Customers say" AI summary with aspect-sentiment breakdown. Look products up by ASIN, product URL, or keyword search. A fast, reliable Amazon review API alternative for product research, sentiment analysis, and AI/RAG pipelines.

Highlights: 📸 image & video reviews · 🧠 "Customers say" AI sentiment · ⭐ filter by star / verified / media + sort · 🔎 look up by ASIN, URL or keyword search · 🛡️ 100% success, 0 blocked in testing · 🌍 9 marketplaces · 💵 from $0.85 / 1,000 reviews

What you get

One dataset record per review. The product page's "Top reviews" come with author, verified-purchase flag, and helpful votes:

{
    "recordType": "review",
    "asin": "B00P8XQPY4",
    "productTitle": "SANDISK 128GB Ultra USB 3.0 Flash Drive - SDCZ48-128G-U46, Black",
    "reviewId": "R2RLBBVMWSN16G",
    "title": "Great buy!",
    "text": "This is for recording off of the tv. Easy hookup to the firestick so I can record programs for later viewing. Data integrity is excellent, size is perfect. Works well.",
    "rating": 5,
    "date": "April 26, 2026",
    "country": "United States",
    "verifiedPurchase": true,
    "vineReview": false,
    "helpfulVotes": 2,
    "variant": "Style: Old Generation, Size: 64GB",
    "variantAsin": "B00P8XQPY4",
    "authorName": "Jim F",
    "authorProfileUrl": "https://www.amazon.com/gp/profile/amzn1.account.AGHBTTDMZVKKQICPPHE7V6PHZSYQ",
    "reviewerId": "amzn1.account.AGHBTTDMZVKKQICPPHE7V6PHZSYQ",
    "url": "https://www.amazon.com/dp/B00P8XQPY4",
    "scrapedAt": "2026-06-07T21:43:00.672Z"
}

…and customer image & video reviews from the product's media gallery come with the full review text plus links to the photos/videos:

{
    "recordType": "review",
    "asin": "B07CMS5Q6P",
    "productTitle": "Logitech G305 Lightspeed Wireless Gaming Mouse",
    "reviewId": "R13QTYS7W4GQM5",
    "title": "Great mouse for a great price",
    "text": "Mouse works great. I used the logitech g pro (wired) for years…",
    "rating": 5,
    "date": "June 4, 2026",
    "country": "United States",
    "language": "en-US",
    "verifiedPurchase": true,
    "vineReview": false,
    "variantAsin": "B07CMS5Q6P",
    "authorName": "Petre I.",
    "reviewerId": "amzn1.account.AHYIRSGWL76KCXLNY52XP5JISWAQ",
    "mediaType": "IMAGE",
    "images": [
        "https://m.media-amazon.com/images/I/41W75UraVHL.jpg",
        "https://m.media-amazon.com/images/I/41Ko2z26ZSL.jpg"
    ],
    "url": "https://www.amazon.com/dp/B07CMS5Q6P",
    "scrapedAt": "2026-06-09T18:20:00.000Z"
}

Plus one summary record per ASIN with the full ratings breakdown and Amazon's "Customers say" AI summary (the overall paragraph plus the aspect-sentiment chips, each linked back to the reviews it was distilled from) — captured for every product, even ones whose individual reviews are sparse:

{
    "recordType": "summary",
    "asin": "B092XZH6CB",
    "productTitle": "Retrospec Solana Yoga Mat 1\" Thick w/Nylon Strap",
    "averageRating": 4.5,
    "totalRatingCount": 14426,
    "ratingsHistogram": { "fiveStar": 77, "fourStar": 12, "threeStar": 5, "twoStar": 2, "oneStar": 4 },
    "customersSay": {
        "summary": "Customers like the yoga mat's thickness, finding it comfortable and protective for knees… Customers find the yoga mat to be well-made…",
        "aspects": [
            { "aspect": "thickness", "sentiment": "positive", "mentions": 1083, "positivePercentage": 83, "summary": "Customers like the yoga mat's thickness…", "reviewIds": ["R1D55FQFLOCNVM", "R23YRWH3Y0XR2C"] },
            { "aspect": "quality", "sentiment": "positive", "mentions": 826, "positivePercentage": 91, "summary": "Customers find the yoga mat to be well-made…", "reviewIds": ["RX3B4OFBLRSD", "R2MV83T8FA58ER"] }
        ]
    },
    "url": "https://www.amazon.com/dp/B092XZH6CB",
    "scrapedAt": "2026-06-09T18:20:00.000Z"
}

Why this scraper

Amazon review scrapers are a graveyard of broken tools — the second most-popular Amazon-reviews Actor on the market runs at ~66% success, so users routinely get partial dumps and silent failures. This Actor is built around the two things that actually matter: getting real review volume anonymously, and coping with Amazon's anti-bot stack — while being honest about what anonymous scraping can and can't reach.

• 📸 Image & video reviews, in full. On amazon.com, the Actor pulls every customer photo/video review from the product's media gallery — dozens to hundreds for popular products — each with its complete review text, rating, and media links. This is the real volume, and it needs no login.
• 🛡️ Battle-tested anti-blocking. Datacenter→residential proxy escalation (country-pinned to the marketplace), a session pool with per-session browser fingerprints, and retire-on-captcha — the same stack behind our Amazon Product Scraper. In a 20-product test it ran at 100% success, 0 blocked.
• 📊 Always get the histogram. Every ASIN yields its full ratings distribution (5★→1★), average, and total rating count — even when review text is thin.
• 🧠 "Customers say" AI summary, structured. Every ASIN with enough reviews returns Amazon's own AI review summary plus an aspect-by-aspect sentiment breakdown — build quality, value for money, battery life — with mention counts, a positive-sentiment percentage, and links to the exact reviews behind each. Ready-made product insights, no LLM step on your side.
• 🔎 Three ways in. Look up by ASIN, paste product URLs, or run a keyword search and scrape the top results' reviews — keyword lookup that the major competitors don't offer.
• ⭐ Filter and sort built in. Keep only the star ratings you want, Verified-Purchase only, or photos/video only — and sort by most recent, most helpful, or rating. You're billed only for what's returned.
• ✅ Honest, never login-based. No fake "every review on a million-review product" promises, and no credential login that could get your account banned. See what's reachable.
• 🤖 AI/agent ready. Flat, predictable JSON drops straight into RAG pipelines, sentiment models, and agent tools.

What the Actor can reach (read this)

Straight, no marketing:

• "Top reviews" Amazon renders on every product page — typically ~8–15 per ASIN, a recent/most-helpful mix — with full text, rating, date, verified-purchase flag, helpful votes, variant, and author. Captured on every marketplace.
• Customer image & video reviews from the product's media gallery — on amazon.com. For products with lots of customer photos this is dozens to hundreds of additional reviews, each with its full text, rating, date, language, and photo/video links. Products without customer media return just the Top reviews. Turn this off with includeMediaReviews: false for a faster, cheaper Top-reviews-only run.
• The ratings histogram and total rating count — always, for every ASIN, regardless of how many individual reviews are reachable.
• Amazon's "Customers say" AI summary and aspect-sentiment breakdown — for ASINs with enough reviews for Amazon to generate one. Decoded straight from the product page (no extra request).

What it deliberately does not do:

• It does not log in. Amazon login-gates its dedicated /product-reviews/ pages (deep text pagination with sort/star filters). Credential scraping violates Amazon's Terms of Service and risks getting your account banned — never worth it. So the non-media review text beyond the Top set isn't reachable anonymously, and on non-US marketplaces only the Top reviews are returned.

If a product has heavy customer-photo activity, expect a lot of reviews. If it has none, expect the Top set plus the histogram. Either way you get exactly what's there, reliably — and an honest picture of the rest.

How to scrape Amazon reviews

1. Click Try for free / open the Actor.
2. Provide input one of three ways:
   • ASINs — paste 10-character product IDs (e.g. B07DF46NW9).
   • Product URLs — paste any /dp/ or /gp/product/ links.
   • Keyword — type a search term and set Max products from search.
3. Click Start, then download JSON, CSV, or Excel — or fetch via the API.

Input examples

By ASIN:

{ "asins": ["B07DF46NW9", "B00P8XQPY4"], "maxReviewsPerAsin": 100 }

By keyword search:

{ "keyword": "wireless earbuds", "maxProducts": 5 }

By product URL on another marketplace:

{ "productUrls": ["https://www.amazon.co.uk/dp/B07DF46NW9"], "domain": "amazon.co.uk" }

Input	Description
asins	Array of ASINs (10-char product IDs).
productUrls	Array of Amazon /dp/ or /gp/product/ URLs (each keeps its own marketplace domain).
keyword + maxProducts	Search term and how many top results to scrape reviews for.
maxReviewsPerAsin	Cap on reviews per ASIN (default 100; 0 = no cap). Applied after filtering, so you get up to N matching reviews.
includeMediaReviews	Fetch customer image/video reviews from the media gallery (default true; amazon.com only). The main source of volume.
reviewStars	Only return reviews with these star ratings, e.g. ["5"] or ["1","2"]. Empty = all.
verifiedOnly	Only return Verified Purchase reviews (default false).
mediaOnly	Only return reviews with photos/video (default false).
sortReviewsBy	default (Amazon's order), mostRecent, mostHelpful, highestRating, or lowestRating.
domain	Marketplace for bare ASINs and keyword search (amazon.com, .co.uk, .de, .ca, .com.au, .in, .fr, .it, .es).

Note on filters: reviewStars, verifiedOnly, mediaOnly, and sortReviewsBy operate on the reviews reachable anonymously (Top reviews + media gallery) — they slice and order what's available; they don't unlock Amazon's deeper login-gated review pages. You're billed only for the reviews actually returned after filtering.

What data can it extract?

Field	Description
asin, productTitle	Product the review belongs to
reviewId	Amazon's stable review ID
rating	Star rating, 1–5
title, text	Review headline and body
date, country	Review date and the country it was written in
verifiedPurchase	Whether Amazon marks it a Verified Purchase
vineReview	Whether it carries the "Vine Customer Review of Free Product" badge
helpfulVotes	"N people found this helpful" count (Top reviews)
variant	Purchased size/color/style, when shown
variantAsin	ASIN of the specific variant the review targets (can differ from the parent)
authorName, authorProfileUrl	Reviewer name and public profile link
reviewerId	Reviewer's stable Amazon account id (amzn1.account.…)
images	Customer photo/video URLs attached to the review (media-gallery reviews)
mediaType	IMAGE or VIDEO for media-gallery reviews
language	Review's source language, e.g. en-US (media-gallery reviews)
Summary record	averageRating, totalRatingCount, ratingsHistogram (5★→1★ percentages), and customersSay — one per ASIN
customersSay	Amazon's "Customers say" AI summary + aspect-sentiment breakdown: per aspect (e.g. build quality, value for money) a sentiment, mentions count, positivePercentage, one-line summary, and the reviewIds it was distilled from

How much will it cost?

Pay-per-event: $0.00095 per review scraped — $0.95 per 1,000 reviews — plus a negligible Actor-start fee ($0.00005 per run). Per-ASIN summary records are free. Higher Apify subscription tiers get progressively lower per-review prices (down to $0.85 per 1,000). Current prices are always on the Pricing tab.

Volume varies a lot by product — a popular item with hundreds of customer photos yields far more reviews (and costs more) than a niche one with none. Use maxReviewsPerAsin to bound spend precisely:

• maxReviewsPerAsin: 20, 10 ASINs ≈ up to 200 reviews ≈ $0.19.
• Top reviews only (includeMediaReviews: false) ≈ ~13/ASIN ≈ $0.12 for 10 ASINs.

Summary records, not-found ASINs, and blocked pages are never billed.

Tips

• Want maximum review volume? Leave includeMediaReviews on and set a generous maxReviewsPerAsin (or 0 for no cap) — popular amazon.com products return dozens to hundreds of image/video reviews.
• Want it fast and cheap? Set includeMediaReviews: false for just the Top reviews and histogram.
• Want just the ratings distribution, for free? The summary record (histogram + totals) is always included and never billed. Schedule recurring runs with maxReviewsPerAsin: 0 and includeMediaReviews: false… or read only the summary records.
• Use productUrls when you already have links; use keyword to discover products and pull their reviews in one run.

Integrations

Export to Google Sheets, Google Drive, S3, or a database; automate with Zapier, Make, and webhooks; schedule recurring runs; or call it from anywhere via the Apify API and JS/Python SDKs.

FAQ

How many reviews can it get per product? The product page's "Top reviews" (~8–15/ASIN, every marketplace) plus, on amazon.com, every customer image/video review from the media gallery — often dozens to hundreds for popular products, few or none for products without customer photos. Plus the full ratings histogram for every ASIN. See what's reachable.

Can it get every review on a product? No anonymous scraper can — Amazon login-gates deep text-review pagination. This Actor returns the Top reviews + all media-gallery reviews + the histogram, without logging in.

Does it log into Amazon? No. Credential login violates Amazon's ToS and risks an account ban. This Actor is anonymous-only by design.

Which marketplaces work? amazon.com and major locales (.co.uk, .de, .ca, .com.au, .in, .fr, .it, .es). Image/video media reviews are currently amazon.com only; other marketplaces return the Top reviews and histogram. Product URLs keep their own domain automatically.

Can I scrape Amazon reviews by keyword? Yes. Enter a search term and a maxProducts count, and the Actor finds the top matching products and pulls their reviews in one run — no ASINs needed. Most Amazon review scrapers only accept ASINs or URLs.

Does it extract Amazon's "Customers say" AI summary? Yes. Every product with enough reviews returns Amazon's own "Customers say" paragraph plus a structured aspect-sentiment breakdown (e.g. build quality, value for money) with mention counts, a positive-sentiment percentage, and the review IDs behind each — ready for sentiment analysis with no LLM step on your side.

Can I filter reviews by star rating or verified purchase? Yes. Use reviewStars (e.g. only 5-star or only 1–2-star), verifiedOnly, and mediaOnly, and order results with sortReviewsBy (most recent, most helpful, highest/lowest rating). Filtering happens before billing, so you only pay for the reviews returned.

How do I export Amazon reviews to Excel or CSV? Run the Actor, then download the dataset as CSV, Excel, JSON, or XML from the run's Storage tab — or pull it via the Apify API. You can also push results straight to Google Sheets, a database, or S3.

Is it legal to scrape Amazon reviews? This Actor extracts only publicly visible review data. Reviews can contain personal data (author names/profiles), which is protected by GDPR and similar laws — you're responsible for how you use the results; consult your lawyers if unsure.

Changelog

0.3 (June 2026) — added Amazon's "Customers say" AI summary + aspect-sentiment breakdown (on the per-ASIN summary record), and review filtering & sorting (reviewStars, verifiedOnly, mediaOnly, sortReviewsBy). New review fields: vineReview, variantAsin, reviewerId, plus author/verified recovered on media reviews.

0.2 (June 2026) — added customer image & video reviews from the product media gallery (amazon.com), lifting per-product volume from ~13 to dozens/hundreds for popular items. New fields: images, mediaType, language. New input: includeMediaReviews.

0.1 (June 2026) — initial release: ASIN / product-URL / keyword lookup, product-page review extraction, per-ASIN ratings histogram + totals, residential-proxy escalation, and pay-per-event pricing.

Found a bug or need a field added? Open an issue on the Issues tab.