Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail64% similar · gaming × interstitial
Why is your fatigued creative losing to its twin?
10 high-impact attribute differences
Your fatigued creativeWatch
69Health
Unlock rare gear#500289 · food-closeup · challenge
ROAS1.18×
CTR0.54%
CVR19.5%
⟷
Twin winnerScale
38Health
Beat your rivals#500217 · reward · challenge
ROAS1.98×
CTR1.28%
CVR21.0%
Vision insight · preview
Switch to video for higher engagement.
The winning creative uses a 15-second video format, while the fatigued ad is a static banner. The winner achieves a 0.0128 CTR compared to the source’s 0.0054 CTR. Moving to video correlates with increased engagement in this gaming cohort.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpactthemefood-closeupreward→cta textShop nowTry for free→dominant colorpurpleblue→emotional tonetrustworthycalm→duration sec015↑text density0.650.51↓clutter score0.400.48↑novelty score0.620.93↑has ugc style10↓faces count32↓
Winning patterns in this cohort
0 of 0 top performers · gaming / interstitialCohort sample is too small to detect winning attribute patterns.