Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail63% similar · gaming × native
Why is your fatigued creative losing to its twin?
8 high-impact attribute differences
Your fatigued creativeRescue
75Health
Join the arena#501010 · competitive · challenge
ROAS1.88×
CTR0.55%
CVR17.4%
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Twin winnerScale
68Health
Beat your rivals#500794 · competitive · free rewards
ROAS2.05×
CTR1.14%
CVR21.8%
Vision insight · preview
Switch to video for better results.
The winning creative moved from a static banner to a 20-second video. This format correlates with higher engagement in the gaming cohort, with the winner achieving a 0.0114 CTR versus the fatigued creative’s 0.0055. Consider testing video assets.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpacthook typechallengefree rewards→cta textGet offerOrder now→emotional tonepremiumcalm→duration sec020↑text density0.400.38↓clutter score0.440.47↑novelty score0.540.96↑faces count21↓
Winning patterns in this cohort
0 of 0 top performers · gaming / nativeCohort sample is too small to detect winning attribute patterns.