Notes from inside
the studio.
Founder-to-founder writing on UGC, animated ads, AI ad variants, static creatives, and what actually scales for DTC brands. No fluff, no listicles — just what we’ve seen work and what we’ve seen fail.
- fundamentals
Feeding Meta Andromeda without sameness: why 30 lookalike ads count as 1
Meta's Andromeda retrieval engine doesn't reward volume — it rewards distinct volume. Here’s what's actually documented about the algorithm and why most brands ship 30 reskinned ads thinking they’re shipping 30 ads.
9 min readRead → - fundamentals
Claymation and animated character ads vs UGC: when each wins on Meta in 2026
Live-action UGC dominates DTC ad budgets. But Liquid Death and a quiet handful of others have proven animated character ads can outperform UGC for differentiation, share velocity, and brand recall. Here’s when to pick which.
8 min readRead → - fundamentals
Static ads are quietly winning DTC in 2026 — here’s the data
DTC accounts spend more on static ads than on video. The benchmarks confirm it. Here’s what the public data shows about static vs. video, carousels vs. single image, and how to design statics that actually beat your control.
8 min readRead → - operations
The UGC brief template we use at Vibey
A great brief is half the spot. Here’s the exact field-by-field template we ship to models — and why each field exists.
6 min readRead → - strategy
Which DTC verticals get the highest UGC ROI in 2026
Beauty, supplements, fitness, food — every vertical has a winning UGC format. Here’s the per-vertical breakdown of what works, what fails, and where to spend.
8 min readRead → - fundamentals
UGC vs influencer marketing: when to use which
Different products, different math. UGC is paid-social ad creative; influencer is organic reach plus endorsement. A simple framework for picking.
5 min readRead → - pricing
How much does UGC cost in 2026?
Marketplaces, agencies, in-house — every model has its own price band. Here’s the honest market range and what actually drives the difference.
7 min readRead → - fundamentals
AI UGC vs real UGC: which actually scales in 2026?
AI-generated UGC is great for bulk hook testing. Real models still win for the spots that actually scale. Here’s the honest breakdown — including where AI quietly fails.
7 min readRead → - fundamentals
What UGC actually is in 2026 (and why DTC brands need it)
UGC isn't a vibe or a buzzword — it's a specific format of paid-social ad creative that converts cold traffic. Here's the working definition we use at Vibey.
8 min readRead →
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