Prior.Runprior.run·
Engagement Rate Mobile DesktopExperiment 129
BWe prefer Creative B·
Engagement Rate Mobile DesktopExperiment 129
v1 · Apr 24, 2026 · 12:23 AMOptimizing for: Engagement rate
Decision Memo

We prefer Creative B for its warmer, more lived-in staging that edges out on audience resonance

Broad consumer audience — mix of tech-savvy and casual users, mobile and desktop

Audience: General Consumer

Hypothesis: I just want to know which creative is gonna work better for our audiences.

Confidence

Close callAudience split is too close to call; warmer staging gives Creative B a narrow edge

Readiness

Almost readyReshoot with a human presence and produce a short video cut before scaling

73sto decisionvs.4–6 weeks to reach stat sig
1,800+synthetic users tested
Creatives compared
9:16 fullscreen · right-rail chrome
Creative A
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ACreative A
Recommended
Creative B
FollowingFor You
💬
@yourbrand · Sponsored
Discover the chair · #furniture
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BCreative B
What our users said
Saw Creative BVisual & emotional appeal drove 60% of converted users past hesitation.

The yellow chair stops my scroll — warm, inviting, feels like the calm I'm chasing. The whole scene reads 'self-care space.' I'd tap to see more, even if just to linger on the feeling.

Saw Creative BEmotional resonance with lifestyle staging converted 19% of broad audience.

The light, the yellow chair, the calm feeling — it's warm and inviting. I'd pause here. It feels like a space I'd want to be in, and that's enough to make me curious about what's being offered.

Saw Creative BGeneric aesthetic without differentiation blocked competitive comparison concerns.

The aesthetic is solid, but I can't tell what differentiates this from the dozen other furniture lifestyle ads I've scrolled past today. Why this one specifically?

Runner-up wins and misses

Why Creative A lost, and what’s worth keeping.

How to improve

For your team — what to fix, what to keep, and what to verify.

Deeper analysis

For your VP, stakeholders, or anyone who wants the full picture.

Did this memo help you make a decision?

Generated by Prior.Run — Know before you build.