git:20261104.29b7929 to git:20261104.94103e0
63 added, 50 removed. Audit A to A.
---
name: amazon-review-aggregates-and-extended-history-scraper
- description: "Use the Amazon Review Aggregates & Extended History Scraper actor to pull review data from Amazon and return author, rating, text, date, business, URL. Use when the user needs a price watchlist, a catalog export, or a competitor snapshot without maintaining a scraper."
+ description: "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. Output fields: productAsin, ratingScore, reviewTitle, reviewDescription, isVerified and more, as JSON rows. Use when the user asks for Amazon reviews across marketplaces, Amazon review history, reviews by ASIN, or a CSV/JSON export of public Amazon data."
---
# Amazon Review Aggregates & Extended History Scraper
- Pull **review data** from **Amazon** with the public Scraper Finder actor.
+ 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.
- - Actor: https://apify.com/dataspryva/amazon-review-aggregates-and-extended-history
- - Actor ID: `dataspryva~amazon-review-aggregates-and-extended-history`
- - n8n workflow: https://github.com/bolvein-firex/scraping-n8n-workflows/blob/main/workflows/amazon-review-aggregates-and-extended-history-scraper.json
+ - Actor: https://apify.com/dataspryva/amazon-review-aggregates-and-extended-history (ID `dataspryva~amazon-review-aggregates-and-extended-history`)
+ - n8n workflow for the same Actor: https://github.com/bolvein-firex/scraping-n8n-workflows/blob/main/docs/amazon-review-aggregates-and-extended-history-scraper.md
- Example input: `references/example-input.json`
- Input schema: `references/input-schema.json`
+ - Output fields: `references/output-fields.json`
## When to use
Use this skill when the user wants:
- - a structured export of review data from Amazon
- - a repeatable dataset instead of manual copy-paste
- - a CSV/JSON output for a CRM, sheet, dashboard, or agent
- - a scheduled refresh of public data
+ - Amazon reviews across marketplaces
+ - Amazon review history
+ - reviews by ASIN
+ - a repeatable export of public Amazon data as CSV or JSON
- Do not use it for private, login-protected, or paywalled data.
+ Do not use it for private, login-protected or paywalled data.
## What it returns
- - author
- - rating
- - text
- - date
- - business
- - URL
+ One JSON row per result. Columns from the Actor's dataset schema:
+ - `productAsin`: ASIN
+ - `reviewedProductAsin`: Reviewed Product Asin
+ - `ratingScore`: Rating
+ - `reviewTitle`: Title
+ - `reviewDescription`: Review Description
+ - `isVerified`: Verified
+ - `isVineVoice`: Is Vine Voice
+ - `reviewedIn`: Reviewed In
+ - `reviewReaction`: Review Reaction
+ - `variant`: Variant
+ - `reviewImages`: Review Images
+ - `reviewId`: Review ID
+ - `reviewUrl`: Review Url
+ - `helpfulCount`: Helpful
+ - `reviewDate`: Date
+ - `reviewLocation`: Location
+ - `sentimentHint`: Sentiment
+ - `wordCount`: Words
+ - `hasImages`: Has Images
+ - `imageCount`: Image Count
+
+ All 28 declared fields: `references/output-fields.json`.
+
## Inputs
| Field | Type | Required | Default | Notes |
|---|---|---|---|---|
- | `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. "B09X |
- | `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 revie |
- | `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 `ke |
+ | `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. |
+ | `keywords` | array | no | [] | Search keywords used to auto-discover products when `productUrls` is empty (e.g. "wireless earbuds"). |
+ | `categoryUrls` | array | no | [] | Advanced mode: supply your own Amazon `/s?...` or `/b?node=...` category/search URL(s) directly (used only when `productUrls` is empty). |
| `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 |
- | `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 |
- | `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 "C |
+ | `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… |
+ | `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). |
+ | `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… |
| `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 100-85 |
+ | `maxReviews` | integer | no | 100 | Hard cap on the number of reviews returned per product AFTER merging and deduplication (1-2000). |
| `sortBy` | string | no | helpful | How to sort the returned reviews: most helpful first, or most recent first. |
- | `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 o |
+ | `filterByStar` | string | no | | Keep only reviews with this rating. `positive` keeps 4-5 star reviews; `critical` keeps 1-2 star reviews. |
| `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. |
+ | `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. |
+ 3 more optional fields on the Actor's Input tab.
+
Example:
```json
{
"keywords": [],
"categoryUrls": [],
"maxProductsToDiscover": 10,
"extendedHistory": true,
"mergeMarketplaces": [],
"includeAggregates": true,
"country": "amazon.com",
"maxReviews": 100,
"sortBy": "helpful",
"verifiedPurchasesOnly": false,
"filterKeywords": [],
"mediaReviewsOnly": false,
"includeImages": true,
"includeGdprSensitive": false,
"productUrls": [
"https://www.amazon.com/dp/B0EXAMPLE"
]
}
```
## Run it
- Set `APIFY_TOKEN` in your environment, then call the synchronous endpoint for small and medium runs:
+ Set `APIFY_TOKEN`, then call the synchronous endpoint for small and medium runs (it waits up to 300 seconds):
```bash
- curl -s -X POST "https://api.apify.com/v2/acts/dataspryva~amazon-review-aggregates-and-extended-history/run-sync-get-dataset-items?token=$APIFY_TOKEN" \
+ curl -s -X POST "https://api.apify.com/v2/acts/dataspryva~amazon-review-aggregates-and-extended-history/run-sync-get-dataset-items" \
+ -H "Authorization: Bearer $APIFY_TOKEN" \
-H "Content-Type: application/json" \
- -d @references/example-input.json
+ -d @references/example-input.json > output.json
```
- For large runs, start an async run and read the dataset:
+ Or with Node 18+: `node scripts/run.mjs [input.json]`.
- ```bash
- RUN=$(curl -s -X POST "https://api.apify.com/v2/acts/dataspryva~amazon-review-aggregates-and-extended-history/runs?token=$APIFY_TOKEN" \
- -H "Content-Type: application/json" \
- -d @references/example-input.json | jq -r '.data.id')
+ For large runs, start an async run and read its dataset when it finishes:
- curl -s "https://api.apify.com/v2/actor-runs/$RUN?token=$APIFY_TOKEN" | jq '.data.status'
- curl -s "https://api.apify.com/v2/datasets/$(curl -s "https://api.apify.com/v2/actor-runs/$RUN?token=$APIFY_TOKEN" | jq -r '.data.defaultDatasetId')/items?token=$APIFY_TOKEN&format=json" > output.json
+ ```bash
+ RUN=$(curl -s -X POST "https://api.apify.com/v2/acts/dataspryva~amazon-review-aggregates-and-extended-history/runs" \
+ -H "Authorization: Bearer $APIFY_TOKEN" -H "Content-Type: application/json" \
+ -d @references/example-input.json)
+ RUN_ID=$(echo "$RUN" | jq -r '.data.id'); DATASET=$(echo "$RUN" | jq -r '.data.defaultDatasetId')
+ curl -s "https://api.apify.com/v2/actor-runs/$RUN_ID?waitForFinish=60" -H "Authorization: Bearer $APIFY_TOKEN" | jq -r '.data.status'
+ curl -s "https://api.apify.com/v2/datasets/$DATASET/items?format=json" -H "Authorization: Bearer $APIFY_TOKEN" > output.json
```
- Or import the n8n workflow: https://github.com/bolvein-firex/scraping-n8n-workflows/blob/main/workflows/amazon-review-aggregates-and-extended-history-scraper.json
-
## Cost and limits
- - Billing is per Apify actor run and per dataset item. Check the actor page for current pricing.
- - `run-sync-get-dataset-items` has a request timeout. Use the async pattern for large jobs.
- - Respect rate limits and the target site's terms.
+ - Apify bills the Actor's usage on your account; the Actor's Pricing tab shows the current price.
+ - Keep the limit in the input small for a first run.
## Guardrails
- - Public data only. Do not use cookies, sessions, or private account data.
- - Do not use the output for spam, harassment, or unlawful discrimination.
- - Verify local law and the target site's terms before running at scale.
- - Demo rows in the Scraper Finder video are illustrative.
-
- ## Files
-
- - `scripts/run.mjs` - minimal Node runner using `APIFY_TOKEN`
- - `references/input-schema.json` - full actor input schema
- - `references/example-input.json` - starter input
+ - Public data only. Do not pass cookies, sessions or private account data.
+ - Do not use the output for spam, harassment or unlawful discrimination.
+ - Check the target site's terms and local law before running at scale.