How to Scrape Temu Reviews
Turn Temu's review section into a powerful dataset in three simple steps:
Go to a Temu Product
Navigate to any product page on Temu that you want to research.
Open the Extension
Click the extension's icon in your browser to launch the scraper.
Export Reviews
Click 'Start Export' to download all the review data to a clean CSV, Excel, or JSON file.
Features for Power-Level Product Research
Leverage unique data points from Temu to make smarter, data-driven decisions for your e-commerce business.
Deep Product Insights
Extract over 20 data fields, including SKU, product specs, and 'buy again' indicators, to fully understand a product's performance.
Rich Media Extraction
Download all customer-submitted images and videos to get a real-world look at product quality, appearance, and use cases.
Reviewer Profile Data
Get links to reviewer profiles (when public) to analyze their history and assess the credibility of their feedback.
Handles Translated Content
Automatically detects if a review is translated and provides both the original and translated text for accurate analysis.
Complete Data Privacy
All data is processed locally on your device. Your research activity is 100% private and never stored on our servers.
Flexible Export Options
Export your data to CSV, Excel (XLSX), or JSON, making it easy to integrate with any analysis tool you use.
Temu Reviews Scraper Export Data Fields
Complete reference of all data fields extracted from Temu reviews with detailed explanations.
id
Unique identifier for each review record, useful for data deduplication and referencing.
buyer_username
Username of the reviewer as displayed on Temu (privacy-protected with asterisks when applicable).
buyer_link
Direct link to the reviewer's profile page on Temu (when available and public).
buyer_avatar
URL of the reviewer's profile avatar image (when available and public).
rating_star
Star rating given by the reviewer (1-5 stars scale).
review_text
Complete text content of the review as displayed to users (translated version if applicable).
is_translated
Boolean flag indicating whether the review text has been automatically translated by Temu.
original_review_text
Original text content of the review in the reviewer's native language (before translation).
image_urls
Array of image URLs attached to the review by the buyer (product photos, unboxing images, etc.).
video_url
URL of video content attached to the review by the buyer (when available).
helpful
Number of helpful votes or likes the review received from other Temu users.
buy_again_num_text
Text indicating whether the reviewer would buy the product again or recommendation status.
review_date
Date when the review was posted, formatted in standard date format (YYYY-MM-DD).
in_blacklist
Boolean flag indicating if the review or reviewer has been flagged or blacklisted.
is_own_review
Boolean flag indicating if this review belongs to the current user (when logged in).
item_id
Unique product identifier on Temu platform for the item being reviewed.
item_title
Full title/name of the product being reviewed as displayed on Temu.
item_url
Direct URL to the Temu product page where the review was found.
sku_id
SKU (Stock Keeping Unit) identifier for the specific product variant reviewed.
specs
Product specifications and variant details (color, size, model) that the reviewer purchased.
Ready to see this data in action?
Choose Your Plan
Flexible pricing options for different data extraction needs and usage volumes.
Free Trial
Perfect for testing the extension and small-scale extraction projects.
Free features include
- Up to 20 reviews per export session
- CSV export format
- Basic interval settings (5 seconds)
- Standard extraction speed
- Community support via forums
No credit card required
Pro Yearly
Maximum savings for serious professionals and businesses with ongoing data needs.
All Pro Monthly features
- All Pro Monthly features included
- 50% savings compared to monthly
- Annual billing with maximum discount
- Priority support with dedicated contact
- Beta access to experimental features
Best value - save $60 per year
What E-commerce Researchers Say
See how dropshippers, product researchers, and analysts use our tool to succeed.
Jake S.
Dropshipper & Product Researcher
This is my secret weapon for finding winning products on Temu. I can quickly download reviews for any product and see real customer photos and videos. The 'buy again' text is pure gold for validating a product's potential.
Elena R.
Market Analyst
The data quality is excellent. We use the JSON export to feed Temu review data into our trend analysis models. The ability to get both original and translated review text is crucial for understanding global sentiment.
Ben C.
E-commerce Agency Owner
We use this tool for all our clients who are considering sourcing from Temu. It's the fastest way to get unbiased, on-the-ground feedback about product quality and supplier reliability. The SKU-level data is incredibly helpful.
Fatima A.
FBA Seller
Before I invest in a new product, I research it on Temu. This scraper lets me see what real customers are saying and, most importantly, what they are showing in their review photos. It's saved me from several bad inventory investments.
Daniel L.
Sourcing Agent
My job is to find the best products, and this tool makes it easy. I can extract all the review data, including specs and media, to build a comprehensive report for my clients. It's simple, fast, and reliable.
Chloe T.
Online Boutique Owner
I love how I can see the reviewer's profile link. It helps me gauge if a reviewer is legitimate. The rich media extraction is also fantastic for seeing how fashion items actually look on real people.
Frequently Asked Questions
Your top questions about scraping Temu reviews for product research, answered.
What makes this tool great for Temu product research?
Our scraper is designed to extract the data points that matter most for research: customer photos/videos, detailed product specs, 'buy again' sentiment, and even reviewer profile links for deeper analysis.
How do you handle reviews in different languages?
We automatically detect when Temu has translated a review. Our export includes both the translated text you see on the page and the original, untranslated text, giving you the most authentic feedback.
Is it safe to scrape reviews from Temu?
Yes. The tool runs locally in your browser, and all data is stored on your own computer. Your activity is private, and we recommend using the tool responsibly to comply with Temu's policies.
Can I export reviews for a specific product variation?
Yes, the data export includes the SKU ID and 'specs' for each review, which tell you the exact color, size, or model the customer purchased. This allows you to analyze feedback for specific variations.
What export formats do you support?
You can download your data in CSV, Excel (XLSX), or JSON format. This ensures you can easily use the data in spreadsheets, reports, or your own custom analytics tools.
Is there a limit to how many reviews I can download?
The free version allows you to export up to 20 reviews per product. For unlimited review exports, you can upgrade to our Pro plan, which is perfect for heavy-duty product research.
Find Your Next Winning Product on Temu
Stop guessing and start making data-driven decisions. Scrape and analyze Temu reviews to uncover the insights you need to succeed in e-commerce.