A/B test what the engines prefer
Run controlled experiments to learn which content the engines favor.
Test variants at the prompt level and let significance decide the winner for you.
- Learn what the engines actually prefer
- Roll out only the variants that win with significance
- Replace guesswork with controlled tests
Query-level insights tests
Experiments run on the exact prompts customers use, so the result reflects real behaviour.
Control vs. variant
Hold one version steady while you test another, isolating the effect of a single change.
Significance, not vibes
Winners are declared only when the delta clears a confidence threshold you set.
How experiments work
Frame a hypothesis, ship the variants, and let the engines tell you which wins.
- 01
Frame the test
Pick the prompt and the claim you want to move, then define the variant.
- 02
Run control vs. variant
We query both versions across the engines and collect the answers.
- 03
Read the winner
The variant that lifts the claim with significance is auto-suggested for rollout.
Explore
Decided by significance, not opinion.
Run one free check to see exactly how AI talks about your brand.
Send us the question your brand should own — eight engines answer on the spot, with actionable optimization steps.
one prompt · eight engines · thirty minutes