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BuyerPanel
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Synthetic buyer panel · ~90% of human reliability

We create and ship
winning ads. Only.

Every ad is proven on a panel of synthetic buyers before you spend $1 - then evolved from your real results.
Free to start · brand brief, audience & references auto-filled · how it all works →
GENERATION 3 - RANKED BY PANEL
18 ads tested · $0 spent
▲ +30% intent vs gen 1
01
12,000 people fixed their mornings - v2 with proof TOP PICK
polarizing - strong 4–5s, some 1s · each persona explains why
3.40
02
Your alarm isn't the problem - v2 calmer promise
3.28
03
Two minutes tonight, calmer 7am - setup angle
3.11
01 · CREATE
One sentence in, ranked concepts out
Angles, hooks and copy from your URL - plus competitor ads pulled straight from the Meta Ad Library. Images in 1:1, 4:5 and 9:16, UGC scripts and real avatar videos on tap.
02 · TEST
Proven before $1 is spent
A synthetic buyer panel scores every ad's purchase intent - hooks ×8, score distributions, and each persona's why. Build your own panel or pick from 16 ready-made audiences.
03 · EVOLVE
Winners mutate, losers die
Auto-loop for 2–4 generations. Feed your Meta results back in and predictions calibrate to your real ROAS - the loop gets sharper every round.
SEMANTIC SIMILARITY RATING (SSR)

Tested before you spend a cent.

Every ad is scored by a synthetic buyer panel using Semantic Similarity Rating. SSR reproduces human purchase-intent ratings at ~90% of test–retest reliability - statistically, the AI panel agrees with human panels about as well as human panels agree with themselves.

You get survey-grade signal in minutes, for $0 in ad spend.

AGREEMENT WITH HUMAN PANELS
Human panel vs human panel
100%
test–retest baseline
BuyerPanel vs human panel
~90%
research-validated · minutes, not weeks · $0 spend
minutes
not field-survey weeks
$0
in ad spend

Meet the panel before your customers do.

18 ads tested. $0 spent. Your first run is free.

Get started free See a live run