Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail57% similar · travel × native
Why is your fatigued creative losing to its twin?
9 high-impact attribute differences
Your fatigued creativeWatch
38Health
Last-minute savings#500779 · discount · last-minute deal
ROAS10.19×
CTR0.48%
CVR5.3%
⟷
Twin winnerScale
77Health
Last-minute savings#500126 · celebrity · watch now
ROAS10.42×
CTR0.68%
CVR6.5%
Vision insight · preview
User-generated style drives higher engagement.
The winning creative uses a user-generated style, while the fatigued ad does not. This attribute correlates with higher engagement in the travel cohort; the winner achieved a 0.0068 CTR versus the source’s 0.0048. Consider testing user-generated content in your ads.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpactthemediscountcelebrity→hook typelast-minute dealwatch now→cta textTry for freeGet offer→dominant colororangeblue→text density0.330.28↓clutter score0.120.12↑novelty score0.230.79↑has ugc style01↑faces count31↓
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.