Shopee Review Scraper

What does it do?

Shopee Review Scraper extracts product reviews from Shopee, one of Southeast Asia's largest ecommerce platforms. It collects review text, star ratings, author names, dates, product variations, seller replies, and review photos from any Shopee product page. This actor supports multiple Shopee regional domains including Singapore, Malaysia, Thailand, Indonesia, Vietnam, Philippines, and more.

Why use it?

Understanding customer sentiment is crucial for ecommerce success. This scraper helps sellers monitor product feedback, track competitor reviews, and identify common complaints or praise. Market researchers can analyze review trends across product categories, while dropshippers can evaluate product quality before sourcing. The structured data output makes it easy to perform sentiment analysis, identify quality issues, and make data-driven product decisions.

How to use

1. Go to the Shopee Review Scraper actor page on Apify.
2. Add one or more Shopee product URLs to the input.
3. Set the maximum number of reviews to collect per product.
4. Click Start and wait for the run to finish.
5. Download your data in JSON, CSV, Excel, or other formats from the Dataset tab.

You can also call this actor via the Apify API for automated review monitoring workflows.

Input configuration

Field	Type	Description
productUrls	Array of strings	Shopee product URLs to scrape reviews from
maxReviews	Integer	Maximum number of reviews per product (default: 500)

Output data

Each review in the dataset contains:

{
  "reviewText": "Very good quality, exactly as pictured",
  "rating": 5,
  "author": "buyer_123",
  "date": "2025-01-15",
  "variation": "Color: Black, Size: M",
  "sellerReply": "Thank you for your purchase!",
  "photos": ["https://cf.shopee.sg/file/review_photo1.jpg"],
  "productUrl": "https://shopee.sg/-i.220769498.8457609498",
  "scrapedAt": "2025-01-20T10:30:00.000Z"
}

Cost of usage

The actor uses Puppeteer with a headless browser, consuming approximately 1 GB of memory per run. A typical scrape of 500 reviews from one product takes 1-3 minutes. With pay-per-event pricing at $0.75 per 1,000 results, scraping 500 reviews costs less than $0.40. Memory costs on the Apify platform are approximately $0.40 per GB-hour.

Tips

• Shopee product URLs typically follow the format https://shopee.{region}/-i.{shopId}.{itemId}.
• Start with a small maxReviews value to test before running large-scale scrapes.
• Some Shopee regions may have different page structures. The scraper supports all major Shopee markets.
• For best results, use product URLs from the same regional domain in a single run.
• Schedule regular runs to monitor new reviews over time for your products or competitors.
• Export data to CSV for easy analysis in spreadsheet applications.

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Built with Crawlee and Apify SDK. See more scrapers by consummate_mandala on Apify Store.