AliExpress Reviews Scraper

Extract reviews from any AliExpress product — star ratings, review text, buyer country, images, vote counts, and full star distribution. No login or browser required.

Features

• No login required — uses publicly available product review data
• No browser overhead — pure HTTP, fast and cheap
• 15+ fields per review — text, country, rating, date, variant, images, votes, language
• Product statistics — average rating, star distribution, sentiment breakdown
• Star filtering — extract only 5-star, 1-star, or any specific rating
• Image-only mode — filter for reviews that include photos
• Smart Scrape dedup — skip products with no new reviews since last run
• Pagination — automatically fetches all reviews (up to 100/page)

Input

Field	Type	Default	Description
productIds	string[]	required	Product URLs or numeric IDs
maxReviewsPerProduct	integer	-1 (all)	Max reviews per product
starFilter	enum	all_star	Filter by star rating (all, 5, 4, 3, 2, 1)
sortBy	enum	default	Sort order (default, latest)
includeImages	boolean	false	Only extract reviews with images
includeProductStats	boolean	true	Include product-level statistics row
smartScrape	boolean	false	Skip unchanged products on recurring runs
proxyConfiguration	object	none	Optional proxy settings

Supported product ID formats

2251801850504415
https://www.aliexpress.com/item/2251801850504415.html
https://www.aliexpress.com/item/2251801850504415.html?spm=...
https://m.aliexpress.com/item/2251801850504415.html
https://www.aliexpress.com/i/2251801850504415.html

Output

Review fields

Field	Type	Description
productId	string	AliExpress product ID
reviewId	string	Unique review identifier
buyerFeedback	string	Review text
buyerCountry	string	Buyer's country code (US, GB, FR, etc.)
buyerEval	integer	Rating score (0-100)
starRating	integer	Mapped star rating (1-5)
evalDate	string	Review date
skuInfo	string	Product variant purchased
images	string[]	Full-size review image URLs
thumbnails	string[]	Thumbnail image URLs
upVoteCount	integer	Helpful votes
downVoteCount	integer	Unhelpful votes
logistics	string	Shipping/logistics info
anonymous	boolean	Whether reviewer is anonymous
reviewType	string	Review type identifier
sourceLang	string	Original language of review
samePurchaseSuggestion	boolean	Whether buyer would purchase again
productUrl	string	Direct link to product page

Product statistics fields (when includeProductStats is enabled)

Field	Type	Description
averageStar	number	Average star rating
totalReviews	integer	Total number of reviews
positiveRate	number	Percentage of positive reviews
fiveStarNum/Rate	number	5-star count and percentage
fourStarNum/Rate	number	4-star count and percentage
threeStarNum/Rate	number	3-star count and percentage
twoStarNum/Rate	number	2-star count and percentage
oneStarNum/Rate	number	1-star count and percentage
negativeRate	number	Percentage of negative reviews
neutralRate	number	Percentage of neutral reviews

Example output

{
  "productId": "2251801850504415",
  "reviewId": "30097302984326130",
  "buyerFeedback": "Works perfect. It even has tape in the back.",
  "buyerCountry": "RO",
  "buyerEval": 100,
  "starRating": 5,
  "evalDate": "06 Sep 2025",
  "skuInfo": "Emitting Color:WS2812BECO White PCB Color:5m 60 IP30",
  "images": ["https://ae01.alicdn.com/...jpg"],
  "thumbnails": ["https://ae01.alicdn.com/...jpg"],
  "upVoteCount": 0,
  "downVoteCount": 0,
  "logistics": "",
  "anonymous": false,
  "reviewType": "",
  "sourceLang": "en",
  "samePurchaseSuggestion": true,
  "productUrl": "https://www.aliexpress.com/item/2251801850504415.html",
  "scrapedAt": "2026-03-01T12:00:00.000Z"
}

Smart Scrape — Save on recurring runs

Enable Smart Scrape to avoid re-scraping products that haven't received new reviews. On subsequent runs, the scraper checks the current review count against the cached count and skips unchanged products.

Scenario	Cost
First run (1,000 reviews)	1 start + 1,000 review events
Second run (no new reviews)	1 start + 1 cache-check
Second run (50 new reviews)	1 start + 1,000 review events

Smart Scrape uses a Named KV Store per product that persists across runs.

Cost estimate

The scraper charges per review extracted:

• Actor start: 1 event per run
• Review extracted: 1 event per review
• Cache check: 1 event per skipped product (Smart Scrape)

For a product with 1,000 reviews: ~10 API requests (100 reviews/page), completes in under 15 seconds.

Use cases

• Product research — analyze review sentiment before sourcing
• Competitor monitoring — track review trends on competing products
• Quality assurance — monitor customer feedback on your products
• Market analysis — aggregate review data across product categories
• Dropshipping due diligence — verify product quality through buyer feedback

Limitations

• Only extracts reviews (not product details, pricing, or shipping info)
• Product IDs must be provided — the scraper does not search for products
• Some delisted products may return empty results
• Review text may be machine-translated by AliExpress (original language indicated in sourceLang)