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
58Health
Dream destinations await#500199 · feature-focus · escape
ROAS7.66×
CTR0.53%
CVR5.6%
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Twin winnerScale
77Health
Last-minute savings#500126 · celebrity · watch now
ROAS10.42×
CTR0.68%
CVR6.5%
Vision insight · preview
User-Generated Style Drives Higher Performance
The winning creative incorporates a user-generated style, while the fatigued ad does not. This attribute correlates with higher engagement in the travel cohort; the winner achieved a 0.00679 CTR and 0.06498 CVR, compared to the source’s 0.00526 CTR and 0.05649 CVR. Test incorporating user-generated content.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpactthemefeature-focuscelebrity→hook typeescapewatch now→dominant colororangeblue→emotional toneexcitedtrustworthy→text density0.500.28↓clutter score0.210.12↓novelty score0.740.79↑has discount badge10↓has ugc style01↑
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.