Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail77% similar · gaming × interstitial
Why is your fatigued creative losing to its twin?
7 high-impact attribute differences
Your fatigued creativeRescue
28Health
Beat your rivals#500504 · gameplay · challenge
ROAS1.31×
CTR0.71%
CVR17.8%
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Twin winnerScale
42Health
Beat your rivals#500147 · gameplay · competition
ROAS2.70×
CTR1.16%
CVR20.7%
Vision insight · preview
Fresher visuals drive higher engagement.
The winning creative has a significantly higher visual freshness, correlating with its 63% higher ROAS (2.70 vs 1.31) and 64% higher CVR (0.207 vs 0.178). Prioritizing more original and visually distinct assets is the most impactful change you can make.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpacthook typechallengecompetition→cta textStart nowShop now→duration sec1230↑text density0.260.27↑clutter score0.700.41↓novelty score0.600.93↑faces count20↓
Winning patterns in this cohort
0 of 0 top performers · gaming / interstitialCohort sample is too small to detect winning attribute patterns.