Guide

AliExpress reviews dataset for sentiment and product research

CrowdPull AliExpress Reviews Scraper is the fastest CrowdPull path for public review datasets because it accepts AliExpress product IDs and returns review text, star ratings, buyer country, images, product stats, and deduplication fields.

Run AliExpress Reviews Scraper — No Login Required View Actor details

Quick start

Example input

Use this as a starting shape, then adjust limits, filters, and source-specific options inside the Apify Actor UI.

{
  "productIds": ["3256801234567890"],
  "maxReviewsPerProduct": 500,
  "includeImages": true,
  "includeProductStats": true,
  "smartScrape": true,
  "sortBy": "recent"
}

Fields to collect

rating
review text
buyer country
review images
variant information
review date
source product URL

Best use cases

sentiment datasets
supplier research
product QA research
AI review summaries
ecommerce intelligence

Recommended workflow

How to turn the scrape into traffic or leads

Start with the smallest exact query that proves source access and field quality.
Export source URLs and stable IDs so repeat runs can deduplicate correctly.
Check diagnostics before treating empty, blocked, or partial runs as real market signals.
Schedule repeat runs only after the first dataset has the fields and filters you need.

Recommended Actors

Start with these CrowdPull Actors

Public data Actor

AliExpress Reviews Scraper — No Login Required

CrowdPull AliExpress Reviews Scraper extracts public reviews from AliExpress product pages, including ratings, review text, buyer country, images, and deduplication fields.

Total users: 57
Bookmarks: 1
Status: public

Run on Apify

Public data Actor

Target Products Scraper — No Login Required

CrowdPull Target Products Scraper collects Target product data from searches, categories, and product links without login cookies, including prices, ratings, images, UPCs, DPCI, variations, and recent review samples.

Total users: 2
Bookmarks: 0
Status: public

Run on Apify

Public data Actor

Flipkart Products Scraper — No Login Required

CrowdPull Flipkart Products Scraper extracts public Flipkart product listings from search, category, and product pages, with optional detail and review enrichment.

Total users: 2
Bookmarks: 0
Status: public

Run on Apify