Use cases
Built for the decisions that cost you money
One category-true AI buyer panel, five high-stakes moments — from the new-business pitch to defending click share against a competitor that just moved.
For Amazon agencies, consultants & freelancers
Walk into every pitch with evidence, not opinions.
Turn a free audit into a signed retainer — hand prospects proof, not opinions.
- White-label teardown PDF in minutes
- See the moment a prospect opens it
- Quantify what they're losing to a named rival
For DTC brands, launch & product teams
Know how buyers will react — before the listing goes live.
Pressure-test the listing before launch day — and skip the $30K focus group.
- Behavioral read by buyer type, pre-launch
- Fix trust / clarity / value gaps before you spend
- Beat the incumbent on day one
For growth, CRO & creative teams
Pick the winning image before you pay to find out.
Pick the winning image or title in minutes — not a 6-week native test.
- Winner chosen on purchase intent
- See which buyer segment prefers which
- Test unlimited variants, no live traffic
For premium brands & portfolio managers
Strong listing, premium price, flat sales? Find the argument it never made.
A great listing losing to a cheaper rival? See the argument it never made — then fix it.
- Listing quality vs. your real odds of the click
- Why the premium doesn't land, in the buyer's words
- Ranked, value-first fixes — proof surfaced
For brands & agencies managing live catalogs
Know the day a competitor moves — not the month you notice sales slipped.
Rivals move and your click share bleeds for weeks. Re-audit on a cadence and catch it the day it happens.
- Track Win Probability against live rivals over time
- Catch price, image, badge and review moves
- Prove the impact of every change you ship