Fit-first secondhand shopping

Stop guessing which eBay listings are worth opening.

ThriftFit compares listings against your own reference garments, ranks the shortlist, and shows the measurement deltas behind every verdict before you buy.

Fit stays first

Chest, shoulder, length, sleeve, and rise get checked before brand hype or a seller’s price tag.

One review surface

Watchlist items, saved hunts, and new discoveries land in the same workspace instead of ten open tabs.

Explainable verdicts

Every PASS, MARGINAL, and FAIL carries the deltas and plain-English reasons behind the call.

Today’s shortlist

Open the right listing first.

Fit gate active

eBay listing

Isaia hopsack blazer

40R · navy hopsack · seller measurements provided

PASS

Chest

+0.2"

Length

+0.3"

Price

$348

Chest and body length land inside tolerance. Condition read stays clean enough to inspect next.

What the app keeps visible

Reference anchor

The result ties back to the garments that already fit, so the verdict is easy to audit.

Source and priority

See whether the item came from a saved hunt, active watchlist, or imported history before you act on it.

Image confidence

Weak photos or missing evidence get surfaced early, so you know when the verdict is provisional.

Why it feels different

  • Fit acts as a hard gate, not a soft recommendation.
  • Brand helps rank the shortlist after the garment already clears fit.
  • Price stays visible, but it does not rescue a bad measurement match.

Decision model

PASS / MARGINAL / FAIL

Primary input

Your reference garments

Where it works

eBay watchlist + saved hunts

Sorting logic

Fit gate first, context second

How it works

Build a cleaner buying loop, not a louder dashboard.

The public route should explain the full hosted flow in seconds: set your baseline, run the hunt, then scan the shortlist with enough evidence to trust the verdict.

01

Reference profile

Start with the pieces you already trust

Add the garments that already fit. ThriftFit uses your own measurements as the baseline instead of trusting size tags or brand charts.

Reference garments

Measurements that anchor every fit verdict

Drake’s oxford · chest 21.0" · shoulder 17.7"
Ring jacket blazer · chest 20.6" · length 29.3"
Auralee fatigue pant · waist 16.4" · rise 12.1"

02

Hunts and watchlist

Run the listings you actually care about

Save repeatable brand/category recipes, reconnect your eBay account, and let the app triage candidate listings instead of rereading them by hand.

Today’s hunt

Isaia blazers · suiting · saved search rerun

72 raw listings pulled
12 PASS · 19 MARGINAL · 41 FAIL
Top issues: short body length, missing sleeve data

03

Dense review

Open the shortlist, not the whole maybe pile

Results stay ranked, auditable, and ready to scan. You see the price, garment type, image confidence, and fit reasons before clicking back out to eBay.

Results ledger

Ranked by fit confidence and shopping priority

PASS · Isaia hopsack blazer · chest +0.2" · $348
MARGINAL · Drake’s workshirt · short body · $165
FAIL · Polo suede trucker · sleeve miss · $289

Examples

The shortlist should tell you why it won.

Good listings stop being mysterious when the result shows price, garment type, source, measurement deltas, and the plain-English reason for the verdict.

Saved search

Isaia hopsack blazer

$348

Recommendation

Strong fit match that is worth opening first.

PASS
Chest +0.2" · length +0.3" · clean condition read

Watchlist

Drake's striped oxford

$118

Recommendation

Reasonable if you like a trimmer hem, but not a clean yes.

MARGINAL
Sleeve lands right, but body runs short

Discovery

Vintage suede trucker

$289

Recommendation

Looks good in the photo, fails the measurements.

FAIL
Shoulder and sleeve both miss beyond tolerance

Pricing

Start free. Upgrade when the hunt becomes daily.

ThriftFit already has a real Free and Pro shape in-product. The public landing page should make that obvious without inventing promises that the hosted workflow does not yet support.

The exact subscription amount is shown at checkout inside the app. The important public distinction today is simple: Free gets you into the workflow, and Pro is the paid, uncapped version once you want ThriftFit in your daily buying loop.

Free

Start free

Create account

Create an account, build your reference profile, run discoveries, and calibrate the fit gate before you pay for more volume.

  • Hosted account and preferences
  • Reference garments and fit thresholds
  • Discoveries, saved searches, and scored results
  • Free-tier watchlist cap remains visible in billing

Pro

Upgrade in app

See billing

For buyers using ThriftFit as a daily eBay workflow. Billing runs inside the product and removes the staged watchlist cap as the hosted path hardens.

  • Watchlist cap removed when the policy is active
  • Hosted billing and customer portal
  • Designed for repeat saved-search and watchlist review
  • Exact checkout pricing appears in-product

Testimonials placeholder

Leave obvious space for proof, then replace it with real buyer language.

The landing page needs social proof, but it should not fake it. These blocks are marked as placeholders on purpose until beta interviews and screenshots are ready.

“This should feel like a buyer’s shortlist, not another dashboard. Replace this with a real beta quote once interviews are in.”

Placeholder testimonial

Swap for live customer feedback before public launch

“I want to know why something fits without opening six tabs. This placeholder marks where the strongest evidence-backed quote should land.”

Placeholder testimonial

Use an actual secondhand buyer once research is captured

“The product earns trust when the verdict and the measurement deltas agree. Put a real operator note here after hosted beta.”

Placeholder testimonial

Reserved for a real user story or screenshot caption

Ready to calibrate the fit gate?

Create the account, add a few reference pieces, and start with one brand.