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?
8 high-impact attribute differences
Your fatigued creativeScale
68Health
Escape this weekend#500525 · discount · escape
ROAS7.74×
CTR0.80%
CVR6.4%
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Twin winnerScale
44Health
Fly smarter#500884 · discount · save smarter
ROAS10.28×
CTR0.89%
CVR6.5%
Vision insight · preview
Reduce visual clutter for better results.
The winning creative has significantly less visual clutter (0.135) compared to the fatigued version (0.401). This attribute correlates with higher engagement in the cohort, and is the most impactful difference between the two. Reducing on-screen elements could improve performance.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpacthook typeescapesave smarter→dominant colorteallime→emotional tonepremiumadventurous→duration sec2015↓text density0.630.58↓clutter score0.400.14↓novelty score0.730.54↓faces count10↓
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.