Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail48% similar · travel × native
Why is your fatigued creative losing to its twin?
9 high-impact attribute differences
Your fatigued creativeWatch
59Health
Book your next trip#501066 · destination · book now
ROAS6.91×
CTR0.44%
CVR4.9%
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Twin winnerScale
44Health
Book your next trip#500635 · destination · discover
ROAS11.44×
CTR0.72%
CVR5.6%
Vision insight · preview
Increase visual clutter for higher engagement.
The winning creative has significantly more visual clutter (0.232) than the fatigued version (0.125). This attribute correlates with higher engagement in the travel cohort, as the winner achieved a 0.0072 CTR versus the source’s 0.0044. Consider increasing the density of visual elements.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpacthook typebook nowdiscover→cta textClaim rewardShop now→dominant colorteallime→emotional tonetrustworthyadventurous→text density0.390.46↑clutter score0.130.23↑novelty score0.900.77↓has discount badge10↓faces count21↓
Winning patterns in this cohort
3 of 50 top performers · travel / native+944%in 67% of winners
Cta: Shop now67% of top performers in this cohort use this CTA; 6% of the rest do.+348%in 67% of winners
Tone: adventurous67% of top performers in this cohort use this tone; 15% of the rest do.+57%in 67% of winners
Price prominently shown67% of winners surface the price up front. Eliminates the biggest dropout step in the funnel.