Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail75% similar · travel × rewarded_video
Why is your fatigued creative losing to its twin?
7 high-impact attribute differences
Your fatigued creativeRescue
34Health
Dream destinations await#500524 · discount · save smarter
ROAS6.02×
CTR0.65%
CVR6.2%
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Twin winnerScale
74Health
Last-minute savings#500560 · discount · last-minute deal
ROAS13.39×
CTR0.84%
CVR6.0%
Vision insight · preview
Reduce visual clutter for higher engagement.
The winning creative has significantly less visual clutter (0.12 vs 0.289). This attribute correlates with higher engagement in the travel cohort, and the winner achieved a 13.39 ROAS compared to the source’s 6.02. Simplifying the visual is the key lever.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpacthook typesave smarterlast-minute deal→cta textGet offerLearn more→duration sec306↓text density0.320.95↑clutter score0.290.12↓novelty score0.800.60↓faces count21↓
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.