Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail72% similar · gaming × banner
Why is your fatigued creative losing to its twin?
8 high-impact attribute differences
Your fatigued creativeWatch
55Health
Unlock rare gear#500432 · reward · free rewards
ROAS1.27×
CTR0.48%
CVR15.9%
⟷
Twin winnerScale
33Health
Level up today#500149 · fantasy · fast
ROAS2.17×
CTR1.02%
CVR18.9%
Vision insight · preview
Switch to video format for better results.
The winning creative uses a 10-second video, while the fatigued ad is a static banner. This format change correlates with a higher CTR (0.01016 vs 0.00477) and ROAS (2.174 vs 1.273) in this cohort. Consider testing video to re-engage your audience.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpactthemerewardfantasy→hook typefree rewardsfast→emotional tonepremiumcalm→duration sec010↑text density0.120.49↑clutter score0.440.57↑novelty score0.940.88↓faces count23↑
Winning patterns in this cohort
0 of 0 top performers · gaming / bannerCohort sample is too small to detect winning attribute patterns.