Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail64% similar · ecommerce × rewarded_video
Why is your fatigued creative losing to its twin?
10 high-impact attribute differences
Your fatigued creativeWatch
16Health
Limited stock#500045 · minimalist · limited offer
ROAS1.78×
CTR0.69%
CVR6.7%
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Twin winnerScale
67Health
Up to 40% off#500371 · reward · free shipping
ROAS3.22×
CTR0.90%
CVR7.1%
Vision insight · preview
Fresher visuals drive higher engagement.
The winning creative has a significantly higher visual freshness than the fatigued version. Given the winner’s 0.009 CTR versus the source’s 0.0069 CTR, prioritizing fresh visuals correlates with increased engagement in this ecommerce segment. Focus on updating the creative assets.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpactthememinimalistreward→hook typelimited offerfree shipping→cta textInstall nowStart now→dominant colorpurpleblue→emotional tonepremiumcalm→duration sec3012↓text density0.460.53↑clutter score0.480.47↓novelty score0.360.60↑faces count12↑
Winning patterns in this cohort
0 of 0 top performers · ecommerce / rewarded_videoCohort sample is too small to detect winning attribute patterns.