AliExpress Review Aggregate Scraper
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from $10.00 / 1,000 results
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AliExpress Review Aggregate Scraper
Per-product review aggregate (averageStar, averageStarRate, review count, orders, sales) for every product in an AliExpress store. Uses the unsigned shoprenderview.aliexpress.com gateway. Per-buyer review TEXT is Baxia-gated and requires a browser actor.
Pricing
from $10.00 / 1,000 results
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Developer
Farhan Febrian Nauval
Maintained by CommunityActor stats
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2
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1
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9 days ago
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AliExpress Review Scraper
Collect per-product review aggregates — average star rating, review count, and order volume — for every product listed in any AliExpress store.
Why use this actor
- No AliExpress account or login required — works on fully public store data.
- Accepts store URLs or bare numeric seller IDs.
- Returns aggregate review data (average rating, review count, orders) for every product in the store.
- Pricing and promotion data are included alongside review signals.
- Paginated crawl — covers stores with thousands of products in a single run.
- Stable JSON output ready to load into any database, spreadsheet, or data pipeline.
How it works
- You provide one or more AliExpress store URLs or numeric seller IDs.
- The actor paginates through each store's product listing, collecting up to the page limit you set.
- For each product it extracts the review aggregate (average star rating, review count, orders) along with pricing.
- Results stream into your Apify dataset as each page is processed.
- Download the complete dataset as JSON, CSV, or Excel when the run finishes.
You don't need to manage any browsers or scrapers.
Input
{"stores": [{ "url": "https://www.aliexpress.com/store/6000002441" }],"country": "US","currency": "USD","maxPagesPerStore": 5,"pageSize": 30,"maxConcurrency": 2,"maxRequestRetries": 6,"proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": ["RESIDENTIAL"] }}
| Field | Type | Description |
|---|---|---|
stores | array | Store URLs (https://www.aliexpress.com/store/<id>) or bare numeric seller IDs. |
country | string | Two-letter ISO country code for localized pricing (e.g. US, GB, DE). Default: US. |
currency | string | ISO currency code for displayed prices (e.g. USD, EUR, GBP). Default: USD. |
maxPagesPerStore | integer | Maximum pages to collect per store. Each page returns up to 30 products. Default: 5. |
pageSize | integer | Number of products per page (10–60). Default: 30. |
maxConcurrency | integer | Parallel workers across input stores. Default: 2. |
maxRequestRetries | integer | Per-request retry budget before giving up. Default: 6. |
proxyConfiguration | object | Apify Proxy or your own proxy list. RESIDENTIAL group is recommended. |
Output
One record per product per store:
{"sellerId": "6000002441","productId": "1005007945497931","title": "Wireless Bluetooth Earbuds TWS Noise Cancelling Earphones with Charging Case","url": "https://www.aliexpress.com/item/1005007945497931.html","image": "https://ae-pic-a1.aliexpress-media.com/kf/S1abc123def.jpg","averageStar": 4.7,"averageStarRate": 94.2,"reviewCount": 3842,"orders": 12000,"salesText": "12,000+","price": 8.99,"currency": "USD","currencySymbol": "US $","promotionPrice": 6.49,"inPromotion": true,"bigSaleProduct": false,"tags": ["Best Seller", "Free Shipping"],"scrapedAt": "2026-05-13T04:35:22Z"}
| Field | Type | Description |
|---|---|---|
sellerId | string | The store ID from your input. |
productId | string | AliExpress product ID. |
title | string | Product title. |
url | string | Direct link to the product page. |
image | string | Primary product image URL. |
averageStar | number | Average star rating (0–5). |
averageStarRate | number | Positive-feedback percentage (0–100). |
reviewCount | integer | Total number of buyer reviews. |
orders | integer | Total lifetime orders for this product. |
salesText | string | Human-readable sales count (e.g. "12,000+"). |
price | number | Current listed price. |
currency | string | ISO currency code. |
promotionPrice | number | Active promotion price (if the item is in a sale). |
inPromotion | boolean | true if an active promotion is running on this product. |
tags | array | Promotional or merchandising tags (e.g. "Best Seller", "Free Shipping"). |
scrapedAt | string | ISO 8601 timestamp of when the record was collected. |
Other AliExpress Scrapers
| Actor | Description |
|---|---|
| AliExpress Search Scraper | Keyword search results across multiple pages. |
| AliExpress Category Scraper | Browse products by category ID. |
| AliExpress Product Scraper | Full product detail from individual product URLs. |
| AliExpress Store Scraper | Store profile and identity data from seller pages. |
| AliExpress Review Scraper | Per-product review aggregates for every item in a store. |
