Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail38% similar · food_delivery × banner
Why is your fatigued creative losing to its twin?
10 high-impact attribute differences
Your fatigued creativeCut
37Health
Dinner in minutes#500170 · food-closeup · late-night
ROAS1.10×
CTR0.33%
CVR8.2%
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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 vs 0.49). This attribute correlates with higher engagement in the cohort, as the winner achieved a 0.0083 CTR compared to the source’s 0.0033. Simplifying the image could improve performance.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpactthemefood-closeupurgency→hook typelate-nightsave smarter→cta textTry for freeOrder now→dominant colorlimeorange→emotional toneplayfulexcited→text density0.450.63↑clutter score0.490.22↓novelty score0.530.87↑has discount badge10↓has ugc style10↓
Winning patterns in this cohort
0 of 0 top performers · food_delivery / bannerCohort sample is too small to detect winning attribute patterns.