Guides for teams shipping AI UGC.
How the production workflow actually runs: what to bring, how to structure a testable set, and where the responsibility boundaries sit. Written from how the product works, not category folklore.
How to make an AI UGC ad from one product photo
A practical walkthrough: turn a single product photo into a test-ready set of vertical AI UGC ads — brief, mode, cast, takes, and what to compare before export.
Updated
AI UGC ad testing: building a set worth learning from
Why the ad set — not the single ad — is the unit of creative testing, and how to structure hooks, angles, and casts so results teach you something.
Updated
Do AI-generated ads need disclosure?
A practical summary of when AI-generated ad creative needs labeling: platform rules, claims-sensitive categories, and where responsibility sits.
Updated
Reading done. Brief next.
Bring one product and get a reviewable set of 9:16 AI UGC takes — published pricing, no minimum term.