Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail76% similar · travel × rewarded_video
Why is your fatigued creative losing to its twin?
7 high-impact attribute differences
Your fatigued creativeRescue
28Health
Last-minute savings#500775 · reward · last-minute deal
ROAS8.04×
CTR0.59%
CVR5.2%
⟷
Twin winnerScale
45Health
Fly smarter#500776 · wanderlust · escape
ROAS12.81×
CTR0.89%
CVR5.5%
Vision insight · preview
Shorter videos drive higher engagement.
The winning creative uses a 6-second video format, while the fatigued creative is 30 seconds long. This shorter length correlates with a higher click-through rate (0.0089 vs 0.0059) in this cohort. Consider testing shorter video lengths to recapture attention.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpactthemerewardwanderlust→hook typelast-minute dealescape→emotional tonecalmexcited→duration sec306↓text density0.430.50↑clutter score0.280.23↓novelty score0.790.83↑
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.