Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail62% similar · gaming × interstitial
Why is your fatigued creative losing to its twin?
8 high-impact attribute differences
Your fatigued creativeWatch
38Health
Beat your rivals#500325 · competitive · power-up
ROAS0.93×
CTR0.62%
CVR18.4%
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Twin winnerScale
67Health
Beat your rivals#500038 · competitive · competition
ROAS2.03×
CTR0.94%
CVR19.6%
Vision insight · preview
Reduce on-screen text for higher impact.
The winning creative has significantly less on-screen text (0.099 vs 0.339). This attribute correlates with higher engagement in the gaming cohort, as the winner achieved a 0.0094 CTR compared to the fatigued creative’s 0.0062 CTR. Prioritize cleaner ad layouts.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpacthook typepower-upcompetition→dominant colorlimeblue→emotional toneplayfulcalm→duration sec56↑text density0.340.10↓clutter score0.280.48↑novelty score0.510.86↑faces count20↓
Winning patterns in this cohort
0 of 0 top performers · gaming / interstitialCohort sample is too small to detect winning attribute patterns.