Zach Yadegari + Blake Anderson, teenagers. Three consecutive AI apps grown TikTok-first — RizzGPT ($2.4M ARR — annual recurring revenue), Umax ($5M ARR), Cal AI (photo calorie-counting) — the last one: launched May 2024, $1M cumulative by Sept 2024, $1M MRR (monthly recurring revenue) at ~6 months, 15M+ downloads, acquired by MyFitnessPal (closed Dec 2025). Revenue at exit: $30M+ annual (TechCrunch/MyFitnessPal) vs "$50M run-rate" (Yadegari) — treat $30–40M as the cross-checked band. Anderson published the playbook himself ("I'll share all of the secrets").
The playbook (his own account)
- Design the app's output screen as the TikTok asset. Umax copied the visual grammar of Madden player-rating cards; Cal AI's scan-result screen is the video's payoff frame. The content is not about the product — the product's output IS the content, so every user session manufactures postable material. One-button core actions keep the on-screen demo inside feed attention.
- Seed with nano-creators at $50. RizzGPT's first push: two unknown creators paid $50 each; the videos ran to millions of views. Cheap because unknowns are paid for labor, not reach — the format carries the reach.
- Scale into a managed network. Cal AI ran 250+ fitness influencers on retainer (mid-six-figures/month at peak) producing native-looking content — an industrialized version of step 2, not a different idea.
- The organic ceiling, measured: the influencer channel plateaued at ~$2M/month; growth beyond it came from paid (Meta/TikTok, $1M+/month ad spend → $5.7M in Jan 2026). The playbook's own data says organic ignites and paid sustains.
Caveats
Self-reported figures throughout until the acquisition's press-verified ones; the 2023–24 creator-price arbitrage window (unknowns at $50) has partly repriced; three hits in a row still sits on top of an unreported denominator of attempts.
PRINCIPLES
- Make the product's output screen the unit of content — then content supply scales with usage, not with a media team.
- Pay unknowns for labor, not celebrities for reach — when the format carries distribution, a $50 creator and a $50k creator rent the same judge.
- Organic has a measurable ceiling — plan the paid handoff instead of discovering it.
- Repeatability lives in the playbook, not the app — three different apps, one distribution machine.
Sources: Anderson's playbook (Ivaldy writeup) · his "secrets" post · Starter Story breakdown · acquisition (TechCrunch) · influencer network + paid shift · Forbes on the bootstrap