How to Use Etsy Reviews Scraper
Extract Etsy reviews with advanced filtering and sorting in just 3 easy steps:
Add to Chrome
Install the extension from the Chrome Web Store in one click.
Open Etsy Page
Navigate to any Etsy product or shop page.
Export & Download
Click the extension icon, choose your settings, and download reviews as a CSV or Excel file.
Powerful Etsy Reviews Scraper Features
Unlock actionable insights with granular control over your data extraction.
Advanced Filtering & Sorting
Target the exact data you need. Switch between 'Product Reviews' and 'Shop Reviews'. Sort by 'Suggested', 'Most Recent', 'Highest Rating', or 'Lowest Rating' to refine your results.
Smart Automation Features
Auto-save functionality, complete history tracking, resume capability, and customizable intervals to optimize scraping speed with intelligent progress management.
Privacy & Security Guaranteed
100% local storage - your data never leaves your device. No cloud uploads, third-party sharing, or data collection. Complete privacy protection.
Smart Rate Limiting
Intelligent 429 error handling with graceful rate limit protection. Pause and resume functionality with automatic progress saving.
History & Recovery
Automatic progress saving ensures you never lose work. Complete export history tracking with one-click recovery to resume interrupted exports.
Comprehensive Data Fields
Extract 13 detailed fields including transaction details, multi-dimensional ratings, author information, and purchase item data for deep analysis.
Etsy Reviews Scraper Export Data Fields
Complete reference of all 13 data fields extracted from Etsy reviews with detailed explanations.
transaction_id
Unique transaction identifier for each review record, useful for tracking specific purchase transactions.
author_name
Name of the review author as displayed on Etsy (privacy-protected when applicable).
author_url
Direct URL to the reviewer's Etsy profile page (when available and public).
review_rating
Overall star rating given by the reviewer (1-5 stars scale).
review_content
Complete text content of the review in the original language posted by the user.
item_quality_rating
Specific rating for item quality as rated by the reviewer (1-5 stars scale).
shipping_rating
Rating for shipping and delivery experience (1-5 stars scale).
customer_service_rating
Rating for customer service and seller communication quality (1-5 stars scale).
img_url
URL of image attached to the review by the buyer (product photos, usage images, etc.).
review_date
Date when the review was posted, formatted in standard date format (YYYY-MM-DD).
review_date_str
Human-readable date string of when the review was posted (e.g., 'March 15, 2024').
purchase_item_title
Full title/name of the Etsy item that was purchased and reviewed.
purchase_item_url
Direct URL to the Etsy item page that was purchased and reviewed.
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 automation features
- 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 Etsy Professionals Say
Real feedback from users who rely on our Etsy Reviews Scraper for their business success.
Sarah Martinez
Etsy Shop Owner & Market Researcher
The new filtering and sorting options are fantastic! Being able to switch between product and shop reviews and sort by rating has made my competitor analysis so much more efficient. A must-have tool for any serious Etsy seller.
David Chen
Handmade Business Analyst
I love the ability to sort reviews. Finding the most recent feedback or pinpointing issues by looking at the lowest-rated reviews is incredibly helpful for market research. The three-step process is super intuitive.
Emily Rodriguez
E-commerce Data Scientist
The 13 comprehensive data fields combined with the new sorting features provide an unparalleled level of detail for our analysis. The privacy-first approach with 100% local storage is a huge plus for our team.
Michael Johnson
Etsy Seller & Product Developer
This tool just keeps getting better. The ability to filter by shop reviews and sort by lowest rating helps me quickly identify areas for improvement in my own store. The smart rate limiting is also a lifesaver.
Lisa Zhang
Market Intelligence Specialist
Extracting reviews is a breeze with this extension. The 'Add to Chrome, Open Page, Export' workflow is seamless. The detailed data and powerful sorting give us the edge in understanding market trends.
Ahmed Hassan
Handcraft Trend Analyst
An essential tool for anyone in the handmade market. Sorting by 'most recent' helps me stay on top of the latest trends and customer feedback. The export to Excel is clean and easy to work with.
Frequently Asked Questions
Everything you need to know about using Etsy Reviews Scraper effectively for marketplace analysis.
How do the new filtering and sorting options work?
You can now choose to extract 'Product Reviews' for specific items or 'Shop Reviews' for overall seller feedback. Additionally, you can sort the results by 'Suggested', 'Most Recent', 'Highest Rating', or 'Lowest Rating' to focus your analysis.
What makes this Etsy scraper unique?
Our scraper offers advanced filtering and sorting, smart automation with auto-save, complete history tracking, resume capability, and intelligent 429 error handling—all with 100% local privacy protection.
What's the difference between product and shop reviews?
Product reviews are customer feedback on specific Etsy items, while shop reviews are overall seller reputation data. You can easily switch between these two types to get the insights you need.
How does the smart rate limiting work?
Our extension includes intelligent 429 error handling. If you encounter rate limits, simply pause for a few minutes - the extension remembers your progress and resumes seamlessly where you left off.
What data fields are extracted?
We extract 13 detailed fields including transaction ID, author details with profile URLs, multi-dimensional ratings (overall, quality, shipping, service), review content, images, dates, and complete purchase item information.
How does the privacy protection work?
All data processing happens with 100% local storage - your data never leaves your device. No cloud uploads, no third-party sharing, no data collection. Complete privacy protection for your research.
What export formats are supported?
Choose from CSV format for data analysis and spreadsheets, or Excel files for advanced reporting and charts. Both formats include the complete 13-field dataset with instant downloads.
How do I get started?
It's a simple 3-step process: 1) Add the extension to Chrome, 2) Open any Etsy product or shop page, 3) Click the extension icon and export! The interface is designed for simplicity and efficiency.
Ready to Extract Etsy Reviews?
Join thousands of professionals who trust our Etsy Reviews Scraper for accurate, reliable data extraction and marketplace analysis.