AI-powered thrift shopping
ThriftFit connects to your eBay watchlist, scores every listing for fit, brand, and condition, and tells you exactly which ones are worth buying — before you waste money on a bad thrift.
Example evaluation
Ralph Lauren Oxford Shirt — Size M
PASS4.2
Fit score
4.5
Brand score
4.0
Condition
Chest 42", length 30" — within 0.5" of your reference. Fabric is 100% cotton, lightly worn with no visible damage. Good buy at $18.
Three steps from eBay watchlist to confident purchase.
Step 1
42"
Chest
33"
Waist
34"
Sleeve
Reference fit saved for shirts and jackets.
Save your core measurements once, plus go-to brands and tag sizes, so every result is checked against your actual closet instead of generic size charts.
Step 2
Drake’s oxford
PASSVintage chore coat
MARGINALWool field shirt
FAILWatchlist pulls and saved searches surface the listings worth opening first, with score badges and price context visible before you click through to eBay.
Step 3
PASS reasoning
Each verdict includes the measurement deltas, fabric callouts, and condition notes that explain whether the piece is a smart buy or an easy skip.
Placeholder social proof for launch, paired with concrete examples of how the app reduces bad buys.
“I stopped guessing from seller tape-measure photos. The PASS list is now the only part of my watchlist I bother checking.”
Early beta user
Menswear collector
“The explanation text catches the little issues I usually miss, like short body length or fabric wear hidden in dim photos.”
Placeholder testimonial
Vintage-focused shopper
“Saved searches plus morning runs turned my eBay trawling into a ten-minute review instead of an hour of random tabs.”
Placeholder testimonial
Frequent thrift buyer
A listing only passes if the measurements match. Brand and condition are scored too, but a bad fit always means FAIL.
Photos and descriptions are both analyzed. Fabric, wear patterns, and sizing tags are checked so nothing slips through.
Score your entire watchlist in one run. Get ETA estimates and live progress so you always know where things stand.
Set up keyword searches with brand and size filters. Run them on demand to surface new listings that match your style.
Filter by score, price, source, or brand. Sort by score or price. Everything you need to prioritise the best picks.
Every score comes with a short explanation: what the AI found, why it passed or failed, and what to check before buying.
Start free. Upgrade when you need more evaluations.
Everything you need to get started.
For active shoppers who thrift regularly.