Find Etsy Products Worth Making
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.
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.
Not a black box
Every analysis passes through a four-stage intelligence pipeline built on statistical rigor. Not keyword matching. Not simple sentiment analysis.
Stratified sampling corrects for positive-review bias
AI decomposes reviews into individual, clustered pain points
Statistical weighting reveals true buyer-affected rates
Cross-product replication confirms real market issues
Frequently Asked Questions
Make Products Buyers Actually Want.
Analyze an Etsy listing, find product gaps, and get a production brief before you start making.