Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail65% similar · gaming × native
Why is your fatigued creative losing to its twin?
8 high-impact attribute differences
Your fatigued creativeWatch
37Health
Unlock rare gear#500257 · competitive · free shipping
ROAS1.60×
CTR0.41%
CVR16.8%
⟷
Twin winnerScale
67Health
Beat your rivals#500038 · competitive · competition
ROAS2.03×
CTR0.94%
CVR19.6%
Vision insight · preview
Switch to video format for better results.
The winning creative uses a 6-second video, while the fatigued creative is a static banner. This format correlates with higher engagement in the gaming cohort – the winner achieved a 0.0094 CTR versus the source’s 0.0041. Consider testing video.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpacthook typefree shippingcompetition→cta textInstall nowTry for free→emotional toneexcitedcalm→duration sec06↑text density0.370.10↓clutter score0.480.48↓novelty score0.680.86↑faces count20↓
Winning patterns in this cohort
0 of 0 top performers · gaming / nativeCohort sample is too small to detect winning attribute patterns.