Is "high-production value" becoming a liability for social conversion?

I’ve been looking at some creative testing data from this month and noticed something frustrating.

We spent a significant budget on a cinematic, high-polished ad set (4K, professional color grading, the whole thing). In parallel, we ran a "lo-fi" version: raw footage, simple text overlays, zero music, just the core data points.

The "Essential" version is outperforming the cinematic one by a mile (almost 60% difference in CPA).

It feels like users have developed a sort of "sensory immunity" to high production. The moment a video looks like a professional commercial, the brain flags it as an interruption and triggers the skip.

Are you guys seeing the same shift toward "un-designed" content in your campaigns, or is this specific to certain niches? I’m starting to think that in 2026, the best design is the one that doesn't look like design at all.

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No-Perspective872•3 months ago•1

I think part of it is due to the influx of AI content. Anything that looks too perfect is immediately detected and ignored

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