Fit
Hard gate, not a tie-breaker
Chest, shoulder, sleeve, length, and other garment measurements are checked against your own reference pieces. If the fit misses, the listing does not make the shortlist.
A bad fit still becomes FAIL.
Fit-first eBay shopping
Know which listings actually fit before you buy them.
ThriftFit checks your eBay watchlist against your own reference garments, scores fit first, and explains every PASS, MARGINAL, and FAIL in plain English.
- Watchlist and saved-search review becomes one tighter daily pass.
- Fit is the hard gate. Brand and condition only add context after that.
- Each recommendation includes the measurement deltas behind the verdict.
Live evaluation
Fit gate activeRalph Lauren oxford
Tag M / cotton oxford / review ready
Listing view Measured flat
Chest
21.0"
+0.25"
Shoulder
17.7"
+0.10"
Length
29.6"
+0.40"
Score breakdown
4.2
Fit
4.5
Brand
4.0
Condition
Why it passes
- Chest and length land inside your tolerance window.
- Listing details support a clean condition read before checkout.
- The recommendation comes with the measurement deltas behind it.
Decision framework
Every listing is judged against the same standard.
The point is not more AI text. The point is a shortlist you can trust when seller measurements are vague, photos are dim, and your watchlist is too large to inspect by hand.
Recommendation thresholds
PASS
Fit >= 3.5
Strong purchase candidate once the measurements line up.
MARGINAL
Fit >= 2.5
Close enough to inspect, but with caveats you should read.
FAIL
Fit < 2.5
Not recommended, even if the brand or price looks tempting.
Brand is an informational sort key. Condition is part of the assessment. Price stays visible, but it is not scored.
Brand
Useful once fit clears
Brand helps sort stronger candidates after the measurements line up. It adds context, but it does not rescue a miss.
Brand is informational, not the final call.
Condition
Caveats in plain English
Condition notes are pulled into the result so you can see the wear signals and listing concerns that matter before you click back out to eBay.
Price stays visible, but it is not scored.
Workflow
Build the shortlist before the impulse hits.
Once your references are in place, the app turns watchlist sprawl into a quick review loop with one clear next step: inspect the pieces that actually have a chance.
01
Save the garments that already fit
Build a reference from your own closet instead of guessing from brand size charts.
One clean baseline lets the evaluator compare listings against something real before you spend time reading each listing by hand.
02
Run the listings you already care about
Use your watchlist and saved searches to review candidate pieces with fit, brand, condition, and price context in one pass.
The goal is not more tabs. The goal is a shorter list of pieces worth opening first.
03
Buy from the shortlist
Open PASS items first, keep MARGINAL items honest, and stop revisiting obvious FAILs.
Every result carries the measurement deltas and recommendation reason so the verdict is easy to audit.
Start with the pieces you already trust
Stop reopening the same maybe.
Add a few reference garments, connect your eBay routine, and let the fit gate do its job before you spend money on the wrong listing.