Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail57% similar · fintech × native
Why is your fatigued creative losing to its twin?
8 high-impact attribute differences
Your fatigued creativeRescue
55Health
Track every euro#500157 · reward · cashback
ROAS9.77×
CTR0.44%
CVR10.3%
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Twin winnerScale
46Health
Track every euro#500269 · product-focus · challenge
ROAS7.18×
CTR0.63%
CVR12.1%
Vision insight · preview
Switch to video for better results.
The winning creative uses a 15-second video format, while the fatigued ad is a static banner. This format correlates with higher engagement in the fintech cohort – the winner achieved a 0.0063 CTR versus the source’s 0.0044 CTR. Consider testing video.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpactthemerewardproduct-focus→hook typecashbackchallenge→cta textBook nowTry for free→emotional toneadventurousurgent→duration sec015↑text density0.510.23↓clutter score0.320.18↓novelty score0.520.34↓
Winning patterns in this cohort
0 of 0 top performers · fintech / nativeCohort sample is too small to detect winning attribute patterns.