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 GreenbookA vehicle earns consideration one moment at a time.
The design creates interest. The cabin and drive build confidence. Price, brand and ownership fit decide whether the vehicle stays on the shortlist. Enumerate connects clinic, journey and drive evidence so automotive teams can see where intent moves and why.
What earns the shortlist?
Exterior design, interior experience, perceived quality and brand each shape initial consideration.
What changes after the drive or reveal?
HMI, ride, refinement, ADAS and price can strengthen or weaken the same vehicle.
What decides the final trade-off?
Brand value, rival comparisons, ownership fit and EV charging confidence shape the final choice.
See an SUV clinic come together.
Follow clinic reactions through the price reveal, then connect them with acceptor and rejector journeys to see what earns the shortlist, where confidence drops and what needs attention.
Exterior presence and cabin quality earn consideration. After the price reveal, brand‑value doubt becomes the clearest barrier, with HMI friction and unresolved charging confidence adding hesitation. Lead with what the vehicle already earns, then address the price‑value story and product friction before launch.
“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.