Amazon Review Aggregates & Extended History Scraper

Collect Amazon customer reviews and rating summaries by product URL, ASIN, or keyword across 19 marketplaces, with star-rating and sort filters, reviewer images, and an optional session for deeper review history.

Open in Apify Store$0.99 / 1K on Free

Short answer

Amazon Review Aggregates & Extended History Scraper is an Apify Store Actor for Amazon data that returns 28 published output fields, including productAsin, reviewedProductAsin, ratingScore, reviewTitle. It lists $0.99 per 1,000 results on the Free plan (pay per event), $0.49 on the Business plan. It takes 17 input settings, none required. It covers 5 of the 8 core Amazon fields this site tracks. Last updated Oct 31, 2026.

From the public Store listing and published build schema, synced 2026-11-12.
Amazon EcommerceAutomationSEO

What it returns

28 fields from the published dataset schema. Export as JSON, CSV or Excel, or read the dataset through the Apify API.

  • productAsin
  • reviewedProductAsin
  • ratingScore
  • reviewTitle
  • reviewDescription
  • isVerified
  • isVineVoice
  • reviewedIn
  • reviewReaction
  • variant
  • reviewImages
  • position
  • reviewId
  • reviewUrl
  • helpfulCount
  • reviewDate
  • reviewLocation
  • sentimentHint
  • wordCount
  • hasImages
  • imageCount
  • hasVideos
  • videoCount
  • reviewHash
  • source
  • sourceMarketplace
  • scrapedAt
  • sourceUrl

Not in the schema among the core Amazon fields: price, seller, rank. The field matrix shows which other tools return them.

How it differs from the other Amazon Actors

Among the 12 catalogue Actors for Amazon with a published schema, only this one returns videoCount.

Pick another Actor if you need

Fields other Amazon catalogue Actors return that Amazon Review Aggregates & Extended History Scraper does not
ActorFields it addsPrice / 1K
Amazon Multi-Domain Product Price & Detail Scraper price, reviewsCount, inStock, brand $0.99
Amazon Customer Review & Rating Summary Scraper reviewVideos $0.99
Amazon Best Sellers & Rankings Scraper brand, byline, format, chartType $0.99
Amazon Deals Grid Tracker by Category & Discount dealPrice, savingsPercent, dealEndsAt, category $0.99
Amazon Search, Category & Seller Listings Extractor price, reviewsCount, inStock, brand $0.99

Input

Input settings for Amazon Review Aggregates & Extended History Scraper
SettingTypeRequiredDefaultWhat it does
productUrls array No – List of Amazon product URLs to scrape reviews from. Supports /dp/, /gp/product/, /gp/aw/d/ and /product/ URL formats across 19+ Amazon domains. A bare 10-character ASIN (e.g. "B09X7MPX8L", no URL) is also accepted -- it is expanded into a full URL using the `country` domain below. Leave empty and us
keywords array No [] Search keywords used to auto-discover products when `productUrls` is empty (e.g. "wireless earbuds"). Fetches Amazon's public `/s?k=` search results page for each keyword and reviews up to `maxProductsToDiscover` resulting products.
categoryUrls array No [] Advanced mode: supply your own Amazon `/s?...` or `/b?node=...` category/search URL(s) directly (used only when `productUrls` is empty). Products are discovered the same way as `keywords`.
maxProductsToDiscover integer No 10 Maximum number of products to discover per run from `keywords`/`categoryUrls`. Ignored when `productUrls` is supplied directly.
extendedHistory boolean No true Merge Amazon's public extended review feed for each ASIN (no login, no cookie): up to 100 reviews per star/sort bucket, and walking every bucket yields 100-850+ unique reviews for popular US products, deduplicated against the product-page sample. Coverage varies by ASIN (some products expose few or
mergeMarketplaces array No [] Additional Amazon marketplaces whose product page is fetched for the same ASIN and whose reviews are merged (deduplicated by review ID and content). Each marketplace typically adds a handful of locally-written reviews. Empty = only the product's own marketplace.
includeAggregates boolean No true Emit one additional `amazon_review_aggregate` record per product with the product title, average rating, global ratings count, star histogram (plus derived per-star counts), and "Customers say" AI summary with aspects -- parsed from the same page HTML already fetched. These widgets render server-sid
country string No amazon.com Amazon country domain to scrape from. URLs from a different domain are honored automatically.
maxReviews integer No 100 Hard cap on the number of reviews returned per product AFTER merging and deduplication (1-2000). The product-page sample alone yields ~8-13; the extended review feed can add 100-850+ for popular US products.
sortBy string No helpful How to sort the returned reviews: most helpful first, or most recent first.
Show the other 7 settings
More input settings for Amazon Review Aggregates & Extended History Scraper
SettingTypeRequiredDefaultWhat it does
filterByStar string No – Keep only reviews with this rating. `positive` keeps 4-5 star reviews; `critical` keeps 1-2 star reviews. Applied to the merged set, so narrow filters can legitimately return few or no rows.
verifiedPurchasesOnly boolean No false Keep only reviews carrying Amazon's Verified Purchase badge. Applied server-side for the extended feed and client-side for product-page rows.
filterKeywords array No [] Keep only reviews whose title or text contains at least one of these keywords (case-insensitive). Empty = no keyword filter.
reviewsNewerThan string No – Keep only reviews dated on or after this date (e.g. 2026-01-15 or any ISO date). Reviews whose localized date cannot be parsed are kept. Empty = no date filter.
mediaReviewsOnly boolean No false Keep only reviews that include at least one reviewer-uploaded image or video.
includeImages boolean No true Extract images and videos uploaded by reviewers (full-resolution URLs).
includeGdprSensitive boolean No false Include reviewer names, profile links, and avatars. Set to false for GDPR compliance.

Example input

Built from the input form's published example values and defaults.

{
  "productUrls": [
    "https://www.amazon.com/dp/B09X7MPX8L"
  ],
  "keywords": [],
  "categoryUrls": [],
  "maxProductsToDiscover": 10,
  "extendedHistory": true,
  "mergeMarketplaces": [],
  "includeAggregates": true,
  "country": "amazon.com",
  "maxReviews": 15,
  "sortBy": "helpful",
  "verifiedPurchasesOnly": false,
  "filterKeywords": [],
  "mediaReviewsOnly": false,
  "includeImages": true,
  "includeGdprSensitive": false
}

Run it from code or an AI agent

The same run through the Apify API, with the example input. You need an Apify API token; the run is billed to your account at the Store price.

Python

from apify_client import ApifyClient

client = ApifyClient("<YOUR_APIFY_TOKEN>")
run_input = {
    "productUrls": [
        "https://www.amazon.com/dp/B09X7MPX8L"
    ],
    "keywords": [],
    "categoryUrls": [],
    "maxProductsToDiscover": 10,
    "extendedHistory": True,
    "mergeMarketplaces": [],
    "includeAggregates": True,
    "country": "amazon.com",
    "maxReviews": 15,
    "sortBy": "helpful",
    "verifiedPurchasesOnly": False,
    "filterKeywords": [],
    "mediaReviewsOnly": False,
    "includeImages": True,
    "includeGdprSensitive": False
}

run = client.actor("dataspryva/amazon-review-aggregates-and-extended-history").call(run_input=run_input)
if run is None:
    raise RuntimeError("The Actor run was not found.")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

pip install apify-client

JavaScript

import { ApifyClient } from "apify-client";

const client = new ApifyClient({ token: "<YOUR_APIFY_TOKEN>" });
const input = {
    "productUrls": [
        "https://www.amazon.com/dp/B09X7MPX8L"
    ],
    "keywords": [],
    "categoryUrls": [],
    "maxProductsToDiscover": 10,
    "extendedHistory": true,
    "mergeMarketplaces": [],
    "includeAggregates": true,
    "country": "amazon.com",
    "maxReviews": 15,
    "sortBy": "helpful",
    "verifiedPurchasesOnly": false,
    "filterKeywords": [],
    "mediaReviewsOnly": false,
    "includeImages": true,
    "includeGdprSensitive": false
};

const run = await client.actor("dataspryva/amazon-review-aggregates-and-extended-history").call(input);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);

npm install apify-client

cURL

curl -X POST "https://api.apify.com/v2/actors/dataspryva~amazon-review-aggregates-and-extended-history/run-sync-get-dataset-items"   -H "Authorization: Bearer $APIFY_TOKEN"   -H "Content-Type: application/json"   -d '{"productUrls":["https://www.amazon.com/dp/B09X7MPX8L"],"keywords":[],"categoryUrls":[],"maxProductsToDiscover":10,"extendedHistory":true,"mergeMarketplaces":[],"includeAggregates":true,"country":"amazon.com","maxReviews":15,"sortBy":"helpful","verifiedPurchasesOnly":false,"filterKeywords":[],"mediaReviewsOnly":false,"includeImages":true,"includeGdprSensitive":false}'

Waits for the run and returns the dataset items (runs over 300 seconds return HTTP 408; start an async run instead).

MCP (AI agents)

{
  "mcpServers": {
    "apify": {
      "url": "https://mcp.apify.com?tools=dataspryva/amazon-review-aggregates-and-extended-history",
      "headers": {
        "Authorization": "Bearer <YOUR_APIFY_TOKEN>"
      }
    }
  }
}

Adds this Actor as a tool in an MCP client that takes a remote server URL (Cursor, VS Code, Claude Code) through Apify's hosted MCP server. OAuth sign-in also works without the header. Clients that only start local servers can wrap the URL with npx mcp-remote.

What a run costs

The result rate falls on higher Apify plans. Each figure is the published per-result rate times the number of results.

Cost of Amazon Review Aggregates & Extended History Scraper results by Apify plan
Apify planPer 1,00010,000 results100,000 results
Free plan$0.99$9.90$99
Starter plan$0.82$8.20$82
Scale plan$0.66$6.60$66
Business plan$0.49$4.90$49
  • Every run also has a start event, charged per GB of memory (minimum one): $0.10 on Free, $0.03 on Business. At its default memory of 4 GB a run starts at $0.40 on Free. Fewer, larger runs keep this small.
  • The Free plan includes $5 of monthly usage (Apify pricing, checked 2026-11-11); at the Free rate that covers at most about 5,050 results, less start events and platform usage.
  • Worked example: 10,000 results in one run on the Free plan cost $10.30 ($9.90 for results + $0.40 start), plus Apify platform usage (compute), billed separately by Apify.
  • Pay per event. Platform usage (compute) is billed by Apify on top of the event prices. Compare other tools in the cost estimator.

Where it fits among Amazon routes

It ranks 2 of 12 catalogue Actors for Amazon on the published formula (fields, price, reliability, freshness). Its line is highlighted on the map.

Route diagram for Amazon dataAmazon Multi-Domain Product Price & Detail Scraper: stops at 5 of the 10 fields shown; Amazon Review Aggregates & Extended History Scraper: stops at 4 of the 10 fields shown; Amazon Customer Review & Rating Summary Scraper: stops at 4 of the 10 fields shown; Amazon Best Sellers & Rankings Scraper: stops at 7 of the 10 fields shown; Other Store tools (6): stops at 10 of the 10 fields shown; Amazon Creators API (replaced the Product Advertising API) and Selling Partner API: limited, field coverage not compared.AmazonpricereviewssellerrankasintitlebrandrecordTypescrapedAtisPrime1234+API

Stops are fields. A ring means the field is in that route's published output schema; no ring means the line passes without it. Bold labels are the core fields for this website, the rest are fields that differ between routes. A white capsule means every data line stops there. The red line is the official API; its field coverage is not compared. A crossed red line means there is no open official API.

Official route: Amazon Creators API (replaced the Product Advertising API) and Selling Partner API

Limited access. Product Advertising API 5 is deprecated: calls now return HTTP 403 with a message to migrate to the Creators API, its successor for catalog data (SearchItems, GetItems, GetVariations, GetBrowseNodes). The Selling Partner API serves authorized sellers. Neither is an open general-purpose retail data API.

No per-call price is published for the Creators API.

Official documentation

Other Store tools for Amazon

Reference only, from their public listings.

Other Store tools for Amazon
ToolFieldsPrice / 1K
Amazon Product Details Scraper45$1.50
Amazon Product Scraper30$2.00
Amazon Product Search Scraper: Rank, Price & Details44$2.00
Amazon Product Scraper23$2.00
Amazon Product Scraper57$5.00

What people use it for

  • Analyze customer feedback
  • Track product ratings

Other catalogue Actors for Amazon

Amazon Multi-Domain Product Price & Detail Scraper

Pull pricing, ratings, seller, variant and technical detail for Amazon products by URL or ASIN, across 21 country domains, with optional delivery…

5/8 core fields 9 output fields $0.99 per 1K

Amazon Customer Review & Rating Summary Scraper

Get Amazon customer reviews and a product-level rating summary by product URL, keyword, or category, with star-rating and sort filters, across 23…

5/8 core fields 28 output fields $0.99 per 1K

Amazon Best Sellers & Rankings Scraper

Scrape Amazon's Best Sellers, New Releases, Most Wished For, Most Gifted and Movers & Shakers charts. Get rank, ASIN, title, price, rating and…

6/8 core fields 28 output fields $0.99 per 1K

Amazon Deals Grid Tracker by Category & Discount

Pull Amazon's Today's Deals grid across 23 marketplaces, with deal price, list price, savings amount/percent, deal type, brand, and department for…

5/8 core fields 8 output fields $0.99 per 1K

Amazon Search, Category & Seller Listings Extractor

Get Amazon products from search results, categories, seller storefronts, or ASIN lookups across 20+ marketplaces, with price, rating, badges,…

5/8 core fields 8 output fields $0.99 per 1K

Amazon Creator Storefront & Idea List Scraper

Pull Amazon creator storefronts by handle: profile info and affiliate disclosure, every curated Idea List with its products and prices, and…

4/8 core fields 11 output fields $0.99 per 1K

Sephora Catalog Price & Rating Finder

Search Sephora's product catalog by keyword, bestsellers, or new arrivals, filtered by rating, brand, and price, with merchandising flags, review…

24 output fields $0.99 per 1K

Trustpilot Review & Business Rating Scraper

Pull Trustpilot reviews or per-business rating summaries for any number of domains in one run, filtered by rating, language, date range, keyword,…

9 output fields $0.99 per 1K

Amazon Autocomplete Keyword Expander

Turn seed keywords into Amazon's own search-box autocomplete suggestions across 23 marketplaces. Expand past the usual per-query cap with…

6 output fields $0.99 per 1K

Booking.com Hotel Price & Rating Snapshot Scraper

Get a quick snapshot of Booking.com hotel prices, ratings, review counts and distance from downtown for any destination and date range, without…

31 output fields $0.99 per 1K

Booking.com Things-to-Do Price & Rating Snapshot

Get Booking.com tours and activities for a destination with price, currency, rating, review count and a photo for each listing, by city or a…

82 output fields $0.99 per 1K

AliExpress Multi-Region Search, Store & Review Scraper

Search AliExpress or fetch product, store, and review records by ID or URL across 18 regional storefronts and 42 currencies, with price, rating,…

11 output fields $0.99 per 1K

Questions people ask

How much does Amazon Review Aggregates & Extended History Scraper cost?

The published result rate depends on your Apify plan: $0.99 per 1,000 on Free, $0.82 per 1,000 on Starter, $0.66 per 1,000 on Scale, $0.49 per 1,000 on Business. So 10,000 results cost about $9.90 on the Free plan and $4.90 on Business, plus a start fee of $0.10 per run per GB of memory on Free. Platform usage is billed separately.

What data does Amazon Review Aggregates & Extended History Scraper return?

Its published output schema lists 28 fields: productAsin, reviewedProductAsin, ratingScore, reviewTitle, reviewDescription, isVerified, isVineVoice, reviewedIn, reviewReaction, variant, reviewImages, position, and 16 more. A listed field is not guaranteed to be filled in every row.

What input does Amazon Review Aggregates & Extended History Scraper need?

No input is strictly required; the defaults run as is. Common settings: productUrls, keywords, categoryUrls, maxProductsToDiscover, extendedHistory, mergeMarketplaces.

What are the alternatives to Amazon Review Aggregates & Extended History Scraper for Amazon?

12 catalogue Actors cover Amazon. Close alternatives: Amazon Multi-Domain Product Price & Detail Scraper; Amazon Customer Review & Rating Summary Scraper; Amazon Best Sellers & Rankings Scraper. The Amazon page compares all of them field by field.

How do I run Amazon Review Aggregates & Extended History Scraper from Python or the API?

Use the Apify API client: in Python, ApifyClient(token).actor("dataspryva/amazon-review-aggregates-and-extended-history").call(run_input=...), then read the run's default dataset (run.default_dataset_id); in JavaScript the same call is client.actor("dataspryva/amazon-review-aggregates-and-extended-history").call(input). Without a client, POST the input JSON to https://api.apify.com/v2/actors/dataspryva~amazon-review-aggregates-and-extended-history/run-sync-get-dataset-items with your API token. Ready-to-paste code with the example input is on this page.

Sources

Actor updated 2026-10-31 Data synced 2026-11-12
Cite this page

Scraper Finder. "Amazon Review Aggregates & Extended History Scraper." https://scraperfinder.com/catalogue/amazon-review-aggregates-and-extended-history/ (data checked 2026-11-12).

Run Amazon Review Aggregates & Extended History Scraper

$0.99 per 1,000 results. Paste the example input above, set your Amazon query, then export the dataset. Still choosing? Compare every Amazon route.

Open in Apify Store