Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail60% similar · ecommerce × interstitial
Why is your fatigued creative losing to its twin?
10 high-impact attribute differences
Your fatigued creativeWatch
16Health
New collection drop#500295 · food-closeup · new collection
ROAS1.78×
CTR0.62%
CVR6.4%
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Twin winnerScale
67Health
Up to 40% off#500371 · reward · free shipping
ROAS3.22×
CTR0.90%
CVR7.1%
Vision insight · preview
User-Generated Content Drives Higher Engagement
The winning creative incorporates a user-generated style, while the fatigued creative does not. The winner achieved a 0.009 CTR and 0.071 CVR, compared to the source’s 0.006 CTR and 0.064 CVR. This attribute correlates with higher engagement in the cohort.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpactthemefood-closeupreward→hook typenew collectionfree shipping→cta textBook nowStart now→dominant colororangeblue→emotional tonepremiumcalm→duration sec012↑text density0.680.53↓clutter score0.320.47↑novelty score0.780.60↓has ugc style01↑
Winning patterns in this cohort
1 of 51 top performers · ecommerce / interstitial+1150%in 100% of winners
Dominant colour: blue100% of top performers in this cohort use this dominant colour; 8% of the rest do.+900%in 100% of winners
Tone: calm100% of top performers in this cohort use this tone; 10% of the rest do.+900%in 100% of winners
Cta: Start now100% of top performers in this cohort use this CTA; 10% of the rest do.