Understand what wins the shortlist, what loses the sale and why.
Automotive decisions move through first impression, test drive, price reveal and the final trade‑off against a rival.Enumerate brings clinics, acceptor and rejector journeys, ride‑and‑drive footage, design stimuli and EV consideration work into one AI study view, so teams can see what earns consideration, where intent drops and what needs to change.
The way it sits on the road made me stop and look. It has real presence.
SUV shopper · clinic
on GreenbookVerified reviews from research teams on GreenbookThe purchase decision turns on a handful of moments, buried in long journeys.
A test drive, a showroom impression, a comparison against three rivals, the doubt about charging on a long trip. The signal that explains why a buyer accepted or rejected sits in detailed clinic and journey transcripts no one has time to code consistently.
Acceptor vs. rejector blurs
Why one buyer leaned in and another walked gets lost without a consistent frame.
Clinic data is dense
Exterior, HMI, ADAS and packaging across a full clinic are too much to hand‑code within turnaround windows.
EV consideration is hard to read
Range anxiety, charging access, TCO and the ICE‑to‑EV cross‑shop hide across long, ambivalent conversations.
See an SUV clinic come together.
Follow clinic reactions and acceptor‑rejector journeys to see what earns consideration, where confidence drops and what needs attention.
Stance and perceived quality bring the vehicle onto the shortlist. After price reveal, brand value, HMI friction and EV charging doubt drive rejection. The strongest response combines clearer value framing with targeted product fixes.
“The way it sits on the road made me stop and look. It has real presence.”SUV shopper · Clinic
“Once I saw the price, the brand didn’t feel premium enough for it.”SUV shopper · Price review
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.
Mid‑size SUV Clinicn=60, price reveal + A/R journeysEvidence connectedFrom first impression to purchase answer, in one platform.
Use AI probing to collect richer journey responses, bring in the clinics and conversations your team already runs, and move from raw product evidence 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 a buyer mentions stance, quality, HMI, price, charging or a rival that changed the 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.
EV consideration IDIs
Enumerate reads interviews with intenders weighing electric for range and charging‑access anxiety, home‑charging feasibility and total cost of ownership. Enumerate surfaces the reasons buyers switch and the reasons they stay with combustion, cut by segment and city.
Explore the Concept & proposition testing use case- Range & charging anxiety
- Home‑charging feasibility
- TCO vs ICE
- Switch / stay reasons
EV consideration IDIs
Enumerate reads interviews with intenders weighing electric for range and charging‑access anxiety, home‑charging feasibility and total cost of ownership. Enumerate surfaces the reasons buyers switch and the reasons they stay with combustion, cut by segment and city.
Explore the Concept & proposition testing use case- Range & charging anxiety
- Home‑charging feasibility
- TCO vs ICE
- Switch / stay reasons
Start with the decision you need to make.
See all research methods
See the platform in action
Turn clinic and journey evidence into a clearer product decision.
Connect clinics, purchase journeys, design options and pricing evidence to see what earns consideration and what needs to change.