GTM Sauce

Sociaaal · B2C · AI-native app studio

Make about 4,000 AI video ads a month, with people coming up with the ideas

Profitable at 3x LTV/CAC; creative team tripled in 6 months to keep up

Workedpaid-socialteam-process

What they did

All ads fully AI-made for 2+ years, including screen-recording styles: ~4,000 video ads, hundreds of playable ads and thousands of statics per month. 6-person ads team mostly generates new ideas and prepares material; agentic video editing via Poolday once an angle is nailed; human video editors for one-offs, new concepts and taste; others build playable mini-game ads. Scaling volume required more diverse ideas, so the creative team grew 3x in 6 months.

What happened

Studio profitable at ~3x LTV/CAC with $16M annualized revenue; creative team grew 3x.
1:27
“We've been fully AI for all our ads for over 2 years now.”
Patrick Stuart-Constant
41:19
“Like the ad is fully AI, but the idea usually uh comes from a human input.”
Patrick Stuart-Constant
43:40
“We also have video editors uh to uh do some of the video editing that we can't automate. Um we work also a lot with a company called poolday.ai for our video editing, and they basically do a huge amount of of our of our video editing.”
Patrick Stuart-Constant

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