Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail67% similar · travel × rewarded_video
Why is your fatigued creative losing to its twin?
7 high-impact attribute differences
Your fatigued creativeRescue
28Health
Book your next trip#500383 · family · escape
ROAS7.01×
CTR0.61%
CVR6.8%
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Twin winnerScale
28Health
Dream destinations await#500417 · fantasy · escape
ROAS11.26×
CTR0.78%
CVR5.5%
Vision insight · preview
Increase visual clutter for higher engagement.
The winning creative has significantly more visual clutter (0.411 vs. 0.044). This attribute correlates with higher engagement in the travel vertical, as the winner achieved a 0.0078 CTR compared to the fatigued creative’s 0.0061 CTR. Focus on increasing the density of visual elements.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpactthemefamilyfantasy→dominant colorblueorange→duration sec1015↑text density0.240.21↓clutter score0.040.41↑novelty score0.490.64↑has ugc style10↓
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.