Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail78% similar · travel × rewarded_video
Why is your fatigued creative losing to its twin?
7 high-impact attribute differences
Your fatigued creativeRescue
78Health
Book your next trip#500563 · family · book now
ROAS10.63×
CTR0.64%
CVR6.4%
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Twin winnerScale
45Health
Escape this weekend#500094 · feature-focus · book now
ROAS10.87×
CTR0.95%
CVR7.0%
Vision insight · preview
Increase visual clutter for higher engagement.
The winning creative has significantly more visual clutter (0.324) than the fatigued version (0.124). This attribute correlates with higher engagement in the travel vertical, as the winner achieved a 0.0095 CTR versus the source’s 0.0064. Consider increasing the density of visual elements.
Confidence 90% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpactthemefamilyfeature-focus→cta textLearn moreOrder now→emotional tonepremiumcalm→duration sec1015↑text density0.450.32↓clutter score0.120.32↑novelty score0.790.88↑
Winning patterns in this cohort
22 of 61 top performers · travel / rewarded_video+38%in 64% of winners
Price prominently shown64% of winners surface the price up front. Eliminates the biggest dropout step in the funnel.+27%in 45% of winners
User-generated style framing45% of winners use UGC-style framing. Reads as authentic rather than produced; lifts attention on rewarded video and interstitial slots.-1%in 45% of winners
Visible price / discount proofConcrete value proof — 45% of top rewarded_video ads in travel carry a visible discount badge. Where the headline lacks proof, winners overwhelmingly substitute price.