Understand what fits, flatters, gets kept and gets returned.
Fashion decisions begin at the mirror and continue through real wear, movement and the reason a product comes back.Enumerate brings fit clinics, try‑on sessions, wear‑trial diaries, returns verbatims, shop‑alongs, fit photos and style work into one AI study view, so teams can see what creates desire, what breaks fit and which product change will reduce returns.
My usual size felt tight at the hip, so I had to size up.
Shopper · try‑on
on GreenbookVerified reviews from research teams on GreenbookFashion is decided at the mirror, and the reason for a return is rarely the one on the form.
Whether it runs true to size, how it sits when you move, whether it reads premium, the gape that sends it back. The signal that explains fit, desire and returns lives in try‑on talk no tidy survey captures.
Fit nuance flattened
Drape, gape, stretch and movement collapse into a star rating.
Return reasons are vague
"Didn't fit" hides sizing, grading, length or pattern issues, each needing a different fix.
Style codes go uncounted
Whether a piece reads premium or "me" can depend on who watched.
See a fit and wear study come together.
Follow stretch‑denim try‑ons, wear feedback and return verbatims across fit types to see what creates desire, what breaks fit and what drives returns.
Comfort and premium feel create desire, but the denim runs small and gaps at the waist on curvier fits. A true‑to‑size grade correction and back‑rise adjustment are the clearest changes to test before the next fit round.
“My usual size was tight on the hip, I had to size up.”Curvy fit · Try‑on
“The waist gapes at the back when I sit; that’s a return for me.”Curvy fit · Try‑on
Ask the study what matters
Explore what won, what got in the way, who experienced it differently and what should change next. Enumerate keeps every answer connected to the evidence behind it.
Stretch‑Denim Fit Clinic24 wearers, 3 fit typesEvidence connectedFrom first try‑on to product answer, in one platform.
Use AI probing to collect richer wear and returns responses, bring in the sessions and visual evidence your team already has, and move from raw fit feedback to stakeholder‑ready priorities. Enumerate supports coding, analysis, cuts, reports and reels while your team controls the interpretation.
Explore each step →Probe
Use AI follow‑ups when someone mentions sizing, drape, gape, stretch, comfort, style fit, wear performance or a return decision.
- AI asks the useful next question
- Captures richer async responses
- Works across 40+ languages
- Links every answer to context
Give stakeholders the answer and the evidence.
Reports, reels and segment cuts, each tied back to the study.
AI-drafted reports grounded in source evidence and ready for your team’s review.
Short, shareable clips that bring the feedback to life.
Quick cuts by market, segment, study stage or any filter.
Every quote coded and tied back to the source, in 40+ languages.
One platform across the studies your team already runs.
Move between methods without losing the respondent, context, segment or evidence behind the answer.
Wear‑trial diaries
Enumerate codes longitudinal wear diaries for recovery and bagging at knee and seat, pilling, colour transfer and shrinkage after repeated wear and wash. Enumerate tracks how the garment changes from first wear to settled verdict, the read athleisure and denim live or die on.
Explore the At home usage testing use case- Recovery & bagging
- Pilling & bobbling
- Colour & shrinkage
- First wear vs settled
Wear‑trial diaries
Enumerate codes longitudinal wear diaries for recovery and bagging at knee and seat, pilling, colour transfer and shrinkage after repeated wear and wash. Enumerate tracks how the garment changes from first wear to settled verdict, the read athleisure and denim live or die on.
Explore the At home usage testing use case- Recovery & bagging
- Pilling & bobbling
- Colour & shrinkage
- First wear vs settled
Start with the decision you need to make.
See all research methods
Shopper studies
See what shoppers notice, compare and choose.
Explore →
Fit & wear testing
Track how products perform through real use.
Explore →
Preference & comparison
See what wins and what tips the choice.
Explore →See the platform in action
Turn fit and wear evidence into a clearer product decision.
Connect fit clinics, wear diaries, shopper feedback and returns to see what creates desire and what breaks fit.