Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail48% similar · food_delivery × banner
Why is your fatigued creative losing to its twin?
8 high-impact attribute differences
Your fatigued creativeCut
26Health
Dinner in minutes#500638 · fantasy · late-night
ROAS0.78×
CTR0.25%
CVR7.1%
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Twin winnerScale
64Health
Your cravings, delivered#500204 · urgency · save smarter
ROAS2.92×
CTR0.83%
CVR10.2%
Vision insight · preview
Reduce visual clutter for higher engagement.
The winning creative has significantly less visual clutter (0.223) compared to the fatigued version (0.678). This attribute correlates with higher engagement in the food delivery cohort, as the winner achieved a 0.00825 CTR versus the source’s 0.00255. Prioritizing a cleaner visual presentation is the key lever.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpactthemefantasyurgency→hook typelate-nightsave smarter→cta textGet offerOrder now→emotional tonetrustworthyexcited→text density0.650.63↓clutter score0.680.22↓novelty score0.400.87↑faces count03↑
Winning patterns in this cohort
0 of 0 top performers · food_delivery / bannerCohort sample is too small to detect winning attribute patterns.