Use case

UGC growth loop for SaaS and app launches

Replace one-off UGC campaigns with a loop that compounds over weeks: every post produces hook data; every learning becomes the next brief.

Who this is for

Consumer SaaS / app teams launching or relaunching with a short-form video strategy.
Teams that have run UGC sprints with mixed results and want a continuous system.
Founders who want creative work happening every week without managing creative ops.

1
Brand research, once
Researcher scrapes the site once at intake and updates the profile when the product changes.
2
AI creator bench, persistent
The same three AI creators are reused across loops; they accumulate a body of work tied to your brand.
3
Weekly loops
Writer and Producer produce a new batch each loop; you approve; Launcher publishes.
4
Learning compounds
Analyst's hook/creator scores feed the next loop and produce real-creator briefs once a hook wins.