Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail65% similar · travel × interstitial
Why is your fatigued creative losing to its twin?
8 high-impact attribute differences
Your fatigued creativeWatch
28Health
Book your next trip#500419 · trust · escape
ROAS8.38×
CTR0.55%
CVR4.8%
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Twin winnerScale
40Health
Dream destinations await#500630 · competitive · escape
ROAS10.47×
CTR0.86%
CVR5.3%
Vision insight · preview
Increase on-screen text for higher engagement.
The winning creative has significantly more on-screen text (36.6% vs 14.4%). This attribute correlates with higher engagement in the travel cohort, as the winner achieved a 0.0086 CTR compared to the fatigued creative’s 0.0055. Consider increasing the amount of text in your ads.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpactthemetrustcompetitive→cta textInstall nowTry for free→dominant colorpurpleteal→emotional tonepremiumcalm→text density0.140.37↑clutter score0.280.25↓novelty score0.680.65↓faces count23↑
Winning patterns in this cohort
4 of 61 top performers · travel / interstitial+613%in 50% of winners
Cta: Book now50% of top performers in this cohort use this CTA; 7% of the rest do.+217%in 50% of winners
Hook: escape50% of top performers in this cohort use this hook; 16% of the rest do.+217%in 50% of winners
Dominant colour: purple50% of top performers in this cohort use this dominant colour; 16% of the rest do.