Features
Every signal you need to back the right design
Tee Verdict turns live market data into one clear verdict — and shows its work — so you can trust the call and act on it without leaving Shopify.
Sellability score (0–100)
An explainable, weighted composite of demand, novelty, similarity to winners, keyword strength, and quality — minus a saturation penalty. One number you can act on.
Demand & saturation analysis
See review volume and best-seller-rank strength in the niche, plus a saturation read that flags crowded markets with deep review moats before you enter them.
Similarity to top sellers
We embed your design and compare it to the niche's current winners, so you land in the sweet spot: familiar enough to sell, novel enough to stand out.
Near-duplicate & IP warnings
An explicit warning fires when your design is a near-duplicate of an existing product or resembles licensed IP — the kind of listing that gets pulled and risks a strike.
AI listing copy, apply in one click
Draft SEO-friendly titles, a description, and tags from the market's vocabulary — then push them straight to the linked Shopify product. Listing copy only, never your artwork.
Bulk scoring
Select many products at once and queue the whole batch. A durable job queue works through them and the results table fills in live as each verdict lands.
Visual analysis
On Studio, score the artwork itself: garment type, styles, on-shirt text, visual market fit and novelty — plus an extra check for licensed brands in the image.
Scores written to metafields
Write the score, demand, saturation, and recommendation back to product metafields (namespace teeverdict) to drive your own merchandising rules, flows, and exports.
A dashboard for the whole catalog
Designs scored, average sellability, your strongest opportunities, and the niches that have gotten too crowded to be worth the ad spend — all in one view.
The verdict
Explainable scores, not a black box
Six signals, a plain-language explanation of why a design landed where it did, the most similar products in the market, and a List / Revise / Avoid call you can defend to yourself — or a client.
- ✓Every sub-score shown with the reason behind it
- ✓Warnings for crowding, review moats, and duplicate slogans
- ✓Top similar products with ratings, reviews, and price
No Lives Left Gamer Tee
niche · gamingRecommendation: List it
Strong demand with healthy novelty vs. the top sellers, and saturation well below the risk line.
Sellability
Six weighted signals
Listing copy
Turn a winning verdict into a live listing
Once a design scores well, generate titles, a description, and tags drawn from what actually sells in the niche — then apply them to the linked product without leaving Shopify.
- ✓Three title options, a benefit-led description, and tags
- ✓Built from market vocabulary — never copied artwork or slogans
- ✓One click to write it back to the Shopify product
Suggested title
Retro Sunset Hiking Tee — Vintage Mountain Trail Shirt
Description
Hit the trail in a soft, retro-print tee built for golden-hour miles. A vintage sunset and mountain range for hikers who collect summits and sunsets alike.
Tags