Etsy Review Analyzer for Handmade Sellers
Analyze buyer complaints, detect product gaps, and get production briefs before you invest in materials and time.
5 free credits on signup. No credit card. No time limit.
Who it's for
Whether You're Launching or Already Selling
Launching a Product?
- See estimated revenue and profit per unit before you order inventory
- Find the complaints competitors ignore and build what buyers actually want
- Get supplier specs, ad copy, and listing content ready to go
Already Selling?
- Analyze your own listing to see what customers complain about most
- Get product specs for your next version based on real buyer frustrations
- Spot competitor weaknesses before they spot yours
AI powered by
Analyzes real data from
Problems We Solve
Making products that get the same negative reviews as existing sellers
No data on what buyers wish Etsy sellers would fix
Writing listings without knowing which features buyers value most
Spending on materials before validating the market opportunity
See What You Get
What You Get
Buyer Complaint Intelligence
Pain points extracted from Etsy reviews, Reddit craft communities, and YouTube haul videos.
Production Brief
Materials, quality checks, and improvement specs tailored for makers and small-batch manufacturers.
Listing Optimization
Etsy titles, tags, and descriptions built from real buyer language and search behavior.
Market Gap Detection
Find what existing Etsy sellers are NOT doing well. Build something better.
Compare Similar Listings
Analyze multiple listings side by side to see which complaints repeat across a niche and where your product can stand out.
Search by Keyword
Find trending products by keyword across Etsy. Scan dozens of listings at once to spot opportunities.
What Sellers Say
“I found out buyers hated the sizing on similar mugs. Changed my specs and complaints dropped to zero.”
Rachel M.
Etsy Ceramics Seller
“The tag optimization got my listing from page 4 to page 1. Actual data instead of guessing.”
James W.
Etsy Jewelry Maker
“Production brief saved me hours of back-and-forth with my manufacturer on tolerances.”
Anna P.
Etsy Home Goods Seller
How It Works
Paste an Etsy Listing
Drop any Etsy product URL or listing ID. We fetch the listing and all reviews.
Sellyze Reads Every Review
AI extracts quality gaps, sizing complaints, expectation mismatches, and personalization issues.
Get Your Verdict
Launch, test, watch, or avoid. Honest scoring with confidence levels.
Improve and Relist
Production specs, optimized listing copy, and all 13 tags ready to use.
From reviews to profit
Paste a product URL. In 3 minutes, you know what buyers hate, how much you can make, and exactly what to build. Four stages. Fully automated.
AI reads up to 5,000 reviews across Amazon, YouTube, Reddit, and TikTok Shop
Every complaint sorted into 8 types. You see what's fixable and what's noise
Revenue estimate, profit per unit, and a clear verdict: launch, test, or avoid
Supplier brief, product specs, and listing copy. Ready to send to your factory
Frequently Asked Questions
Make Products Buyers Actually Want.
Analyze an Etsy listing, find product gaps, and get a production brief before you start making.
5 free credits on signup. No credit card. No time limit.
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