Growth systems
Growth systems for an AI content-generation API
AI content-generation API platform
5×revenue: $19K → $95K/month in 9 months
4×monthly new users: 14K → 52K
-40%support tickets after the AI bot
27→18%payment failure rate
The problem
An early-stage AI platform with real demand and no growth systems: model onboarding was manual, support was drowning, and traffic depended on launches instead of compounding.
What we built
- Programmatic SEO plus a B2B2C partner referral motion for compounding traffic
- Model-ingestion automation that integrated 6,000+ AI models across 7 products
- AI support bot handling first-line tickets
- Payments migration that cut checkout failures
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Server-side tracking+12%ROAS from signal quality alone
Hybrid Conversions API across every channel: deduplicated, redaction-first, and trusted enough to bid on.
Read the breakdown →Lifecycle automation$100K+incremental revenue per monthEmail infrastructure from nothing to 1.5M sends a month, a lead-recovery flow, and the ops pipeline behind them.
Read the breakdown →