A consumer chat platform needed organic distribution at the cost basis of automation, not paid acquisition. The brief: stand up a network of branded AI creators who could populate, warm, and operate platform-native accounts — while routing genuine demand back to the product’s primary URL.
Beyond content, this engagement included the infrastructure most agencies don’t build: per-account proxy management, captcha auto-solve, OAuth token rotation across multiple GCP clients, multi-tenant Supabase as system of record, and a unified dashboard for caption review, render reset, and visual approval. The point is that “AI creator content” in production is not a generation problem — it is an operations problem, and the operations layer is what we own.