Amazon Reviews Scraper

What this Actor scrapes

Amazon doesn't publish a public reviews API, and its dedicated all-reviews listing page requires a signed-in session — so this Actor targets the real, keyless surface every visitor sees without logging in: the "Top reviews" widget embedded right on a product's own page (amazon.com/dp/<ASIN>). This Actor takes a list of ASINs or product URLs and returns one clean row per top review — reviewer name, star rating, title, body, verified-purchase flag, date, and helpful-vote count — up to the cap you set.

What we handle for you

• 🛡️ We fetch with a real browser engine, not a bare HTTP client, so Amazon sees a genuine visitor — not a script.
• 🔁 We retry with exponential backoff on 408 / 429 / 5xx — up to 5 attempts per page.
• 🌐 We rotate proxy sessions through Apify Proxy on every block — a fresh exit the moment one gets flagged.
• 🧊 Clean, typed dataset rows — Pydantic-validated, ISO-8601 dates, verified_purchase and helpful_vote_count always resolve to true/false and a number, never null.
• 🔗 Dedupe built in — any duplicate review block is collapsed to a single dataset row.
• 💰 You pay only for results that land. No reviews, no per-review charge — only the small actor-start warm-up fee.

Use cases

• Product research — pull each competitor ASIN's top reviews before a launch or a pricing decision.
• Voice-of-customer analysis — feed top-review text and ratings into your own sentiment or topic-modeling pipeline.
• Review monitoring — re-run against the same ASINs on a schedule to track how the surfaced top reviews shift.
• Catalog QA — spot-check verified-purchase ratios and helpful-vote signals across a product line's top reviews.

Input

Paste this into the Apify Console, or send it as the run input over the API. Proxy settings are on by default; you rarely need to touch them.

{
  "asins": [
    "B0BSHF7WHW"
  ],
  "productUrls": [],
  "maxReviewsPerProduct": 10,
  "marketplaceDomain": "amazon.com",
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}

Output

One row per result, schema-validated before it is written. Export JSON, CSV, Excel or XML from the run, or read it over the API.

asinproduct_urlproduct_titlereview_idreviewer_nameratingreview_titlereview_textverified_purchasereview_datehelpful_vote_countmarketplace_domainscraped_at

{
  "asin": "B0BSHF7WHW",
  "product_url": "https://www.amazon.com/dp/B0BSHF7WHW",
  "product_title": "Example Wireless Noise-Cancelling Headphones",
  "review_id": "R2X9EXAMPLE123",
  "reviewer_name": "J. Rivera",
  "rating": 4.0,
  "review_title": "Great sound, so-so battery",
  "review_text": "Comfortable fit and clear mids. Battery drains faster than advertised after a few months.",
  "verified_purchase": true,
  "review_date": "2026-06-14",
  "helpful_vote_count": 12,
  "marketplace_domain": "amazon.com",
  "scraped_at": "2026-07-30T00:00:00Z"
}

Pricing

You pay only for results that land. Cap any run with maxTotalChargeUsd. See pricing & billing for worked examples.