WhatsApp AI Agent: How to Calculate ROI Before You Build

WhatsApp is now the primary commerce channel in 60+ countries. But building a profitable AI agent on top of it requires more than just plugging an LLM into the Business API.

We share the exact ROI model we use at Flowgent AI to scope WhatsApp AI engagements — including the four levers that drive payback: cart recovery, support deflection, upsell hit rate, and net-new conversation revenue.

Use the worked example for a fashion D2C brand doing ₹4Cr/month to estimate what an AI WhatsApp agent could be worth to your business.