Concept test template

This concept test presents a description, image, or prototype, captures an unprompted first reaction, and collects structured ratings on clarity, appeal, and differentiation. AI-moderated follow-ups then examine the specific objections behind purchase intent.

What this template measures

The first two questions measure recent category behavior and decision involvement. Configure the qualifying rules to match the concept's real audience rather than assuming every user must be the final buyer.

Attach the concept asset to the first-reaction and comprehension questions and keep the presentation identical across participants. See Question media for setup instructions. Anchored scales then measure clarity, appeal, differentiation, and intent at a real price and time horizon. The closing questions ask about barriers and improvements without assuming the concept should become a “must-have.”

Who it's for

This template is for product managers and innovation teams evaluating a new feature, product line, or service idea before development. It also fits marketing and brand teams testing positioning or an offer before committing media spend, and founders evaluating a product direction with prospective buyers.

How the AI moderator probes

The barrier question examines the trade-off behind a purchase-intent rating. The moderator starts with the participant's own words and only distinguishes price, trust, switching, or comprehension after the participant raises that factor. If someone names an alternative, it can ask what that alternative currently does better.

Follow-ups adapt to each participant's wording, so identical purchase-intent scores can have different underlying reasons. AI follow-up questions: probing without a moderator explains how the moderator chooses the next question.

Tips before you launch

Keep the concept presentation simple: one image, one-pager, or short video works better than a dense deck. If you are testing multiple directions, randomly assign one concept per participant or run matched studies; do not show every concept in sequence unless comparative judgment is the research goal.

Write the purchase-intent question with a real price or price range when possible. Asking "if this were available today" without price context tends to inflate intent scores because participants are not weighing a real trade-off. Concept testing methods, compared places concept testing alongside other early-stage methods. Replace the placeholders with your concept and adjust the screeners to match the audience you are recruiting.