Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail49% similar · travel × native
Why is your fatigued creative losing to its twin?
9 high-impact attribute differences
Your fatigued creativeWatch
37Health
Escape this weekend#500307 · wanderlust · limited offer
ROAS7.03×
CTR0.62%
CVR5.4%
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Twin winnerScale
74Health
Fly smarter#500846 · discount · last-minute deal
ROAS8.19×
CTR0.81%
CVR5.2%
Vision insight · preview
Add people to your travel ads.
The winning creative features one person on-screen, while the fatigued ad shows none. This attribute correlates with higher engagement in the cohort; the winner achieved a 0.0081 CTR versus 0.0062 for the source. Consider incorporating imagery with people.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpactthemewanderlustdiscount→hook typelimited offerlast-minute deal→cta textInstall nowShop now→dominant colororangewhite→emotional toneexcitedadventurous→text density0.380.23↓clutter score0.410.41↑novelty score0.760.89↑faces count01↑
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.