How to Use SHEIN Reviews Scraper
Transform SHEIN reviews into actionable data in just three simple steps:
Go to a SHEIN Product
Navigate to any product page on the SHEIN website.
Apply Filters & Sort
Use the options to show only photo feedback, filter by star rating, and sort by recommended or most recent.
Export Reviews
Click the extension icon and hit 'Export' to download the filtered and sorted reviews instantly.
SHEIN Reviews Scraper Features
Leverage specialized tools designed to give you a competitive edge on SHEIN.
Visual Feedback Filter
Check the 'Show only photo feedback' option to isolate reviews with images. Perfect for understanding how your products look and fit in real life.
Advanced Rating Filter
Filter reviews by a specific star rating (1-5 stars) to quickly identify your biggest fans or most critical feedback.
Smart Sorting Options
Sort reviews by 'Recommended' to see what SHEIN prioritizes, or by 'Most Recent' to get the latest customer opinions.
Complete Data Export
Extract all 14 key data fields, including reviewer details, sizing, and color information, into CSV, Excel, or JSON.
100% Secure & Private
All scraping and data processing occurs on your own device. Your data is never sent to our servers.
Effortless to Use
A clean, simple interface means you can start exporting reviews in seconds. No coding skills needed.
SHEIN Reviews Scraper Export Data Fields
Complete reference of all 14 data fields extracted from SHEIN 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 SHEIN (privacy-protected when applicable).
buyer_member_id
Unique member identifier for the reviewer on SHEIN platform.
rating_star
Star rating given by the reviewer (1-5 stars scale).
review_text
Complete text content of the review in the original language posted by the user.
review_date
Date when the review was posted, formatted in standard date format (YYYY-MM-DD).
image_count
Total number of images attached to the review by the buyer.
image_url
Array of image URLs attached to the review by the buyer (product photos, fit images, etc.).
like_num
Number of likes or positive reactions the review received from other SHEIN users.
item_id
Unique product identifier on SHEIN platform for the item being reviewed.
spu
Standard Product Unit identifier for the product family or main product variant.
size
Size information of the product variant that the reviewer purchased (e.g., 'S', 'M', 'L', 'XL').
color
Color information of the product variant that the reviewer purchased (e.g., 'Black', 'White', 'Red').
attributes
Additional product attributes and specifications for the specific variant reviewed (material, style, etc.).
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 filtering options
- 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 SHEIN Sellers Are Saying
Discover how our scraper helps SHEIN sellers stay ahead of the trends.
Chloe T.
Fashion Influencer & Seller
The 'Show only photo feedback' filter is everything! It lets me see exactly how customers are styling my items. I sort by 'Most Recent' to catch the latest trends. This tool is a must-have for any SHEIN seller.
Marco B.
Dropshipper
I use this to analyze competitor products. Filtering by 1-star reviews shows me what problems to avoid, and sorting by 'Recommended' helps me find proven winners. The data is super clean.
Jasmine P.
Boutique Owner
As a small boutique, I need to be smart with my inventory. Filtering reviews by star rating and photo feedback helps me understand quality and fit issues before I place a large order. It's saved me so much money.
Kenji S.
Data Analyst, Fast Fashion
The ability to export filtered and sorted data to JSON is perfect for our analytics pipeline. We track visual trends by analyzing photo reviews, and this tool makes it effortless.
Sofia M.
SHEIN Marketplace Seller
This scraper is incredibly easy to use. In three steps, I can get a detailed spreadsheet of the exact reviews I need. Sorting by 'Recommended' gives me great insight into SHEIN's algorithm.
Liam G.
E-commerce Entrepreneur
I love how I can quickly switch between 'Most Recent' and 'Recommended' sorting. It gives me a full picture of both new feedback and overall top reviews. The photo filter is the best feature.
Frequently Asked Questions
Your questions about filtering, sorting, and scraping SHEIN reviews, answered.
How does the 'Show only photo feedback' filter work?
By checking this box, the tool will only scrape reviews that include customer photos. This is ideal for visual analysis of product fit, quality, and style in real-world scenarios.
What are the sorting options?
You can sort reviews by 'Recommended' (SHEIN's default sorting) to see the most impactful reviews, or by 'Most Recent' to get the latest feedback from customers.
Can I filter by a specific star rating?
Yes. You can choose to scrape all reviews or narrow your focus to a specific star rating, from 1 to 5 stars, to easily find glowing testimonials or critical feedback.
Is this tool safe to use?
Absolutely. All data is processed and stored locally on your device. We never have access to your information, ensuring your scraping activity is private and secure.
What data can I export?
You can export 14 key data fields, including reviewer info, review text, rating, date, like count, and product details like size and color, into CSV, Excel, or JSON formats.
Is there a limit on how many reviews I can scrape?
The free version lets you export up to 20 reviews. Our Pro plan offers unlimited exports, so you can scrape as much data as you need for your research.
Ready to Scrape SHEIN Reviews Like a Pro?
Filter by photos, sort by what matters, and export the data you need to dominate the SHEIN marketplace. Get started today!