Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail45% similar · entertainment × banner
Why is your fatigued creative losing to its twin?
10 high-impact attribute differences
Your fatigued creativeWatch
29Health
Stream the hype#500823 · drama · limited offer
ROAS2.32×
CTR0.44%
CVR7.3%
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Twin winnerScale
49Health
Binge starts now#500898 · drama · exclusive
ROAS4.21×
CTR0.71%
CVR10.1%
Vision insight · preview
User-Generated Style Drives Higher Performance
The winning creative incorporates a user-generated style, while the fatigued version does not. This attribute correlates with higher engagement in the entertainment cohort – the winner achieved a 0.00713 CTR and 0.101 CVR, compared to the source’s 0.00444 CTR and 0.073 CVR. Test incorporating user-generated content.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpacthook typelimited offerexclusive→cta textStart nowWatch now→dominant colorblackblue→emotional toneexcitedurgent→text density0.350.39↑clutter score0.310.45↑novelty score0.590.88↑has discount badge10↓has ugc style01↑faces count21↓
Winning patterns in this cohort
0 of 0 top performers · entertainment / bannerCohort sample is too small to detect winning attribute patterns.