Chat AI

From Jan Wilmake's personal knowledge base

Chat AI

Chat AI was a WhatsApp-based conversational AI bot developed by Jan_Wilmake in early 2023, built on top of the OpenAI ChatGPT API. It was one of the earliest consumer-facing WhatsApp AI bots at scale, growing from zero to over 4,000 active users within approximately two months of launch.

Background

Chat AI emerged from Wilmake's intense interest in AI automation following ChatGPT's public release in November 2022. Recognising that WhatsApp's ubiquitous adoption — particularly in Brazil, Indonesia, and other non-Western markets — made it an ideal distribution channel for AI capabilities, he built a bot bringing conversational AI to users who might not encounter it through web interfaces.

The project was developed in early 2023 during Wilmake's extended stay in Bali, Indonesia.

Launch and Growth

DateMilestone
February–March 2023Development in Bali
March 2023First paid user acquired
March–April 2023Growth to 250+ users
April–May 20234,000+ users reached

Technical Architecture

Chat AI connected the WhatsApp Business API to the OpenAI ChatGPT API, with a middleware layer handling session management per user/phone number, billing, webhook routing, and rate limiting.

Legacy

Chat AI's architecture and learnings fed directly into Zion, a B2B conversational AI platform Wilmake built subsequently in Brazil (mid-2023), focused on structured guided conversations for enterprise use cases. The experience also informed a core product philosophy: distribution matters as much as capability, and meeting users in existing high-engagement platforms reduces friction dramatically.

See Also