Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail68% similar · travel × native
Why is your fatigued creative losing to its twin?
6 high-impact attribute differences
Your fatigued creativeScale
74Health
Fly smarter#500846 · discount · last-minute deal
ROAS8.19×
CTR0.81%
CVR5.2%
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Twin winnerScale
44Health
Book your next trip#500635 · destination · discover
ROAS11.44×
CTR0.72%
CVR5.6%
Vision insight · preview
Increase on-screen text for better results.
The winning creative has significantly more on-screen text (0.463 vs. 0.228). This attribute correlates with higher engagement in the travel cohort, despite a similar CTR (0.00718 vs 0.00812) and a higher CVR (0.0559 vs 0.0520). Consider increasing the amount of text in your ads.
Confidence 90% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpactthemediscountdestination→hook typelast-minute dealdiscover→dominant colorwhitelime→text density0.230.46↑clutter score0.410.23↓novelty score0.890.77↓
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.