Automatically qualify and prioritize real buyers in WhatsApp chats with intent scoring

Automatically qualify and prioritize real buyers in WhatsApp chats with intent scoring targets a $3.6B = 30M sellers × $120 ACV total addressable market with medium saturation and a year-over-year growth rate of 12% YoY — driven by conversational commerce and SMB SaaS adoption (industry reports on messaging commerce and SMB digitization).

Key trends driving demand: Conversational commerce is growing as buyers prefer messaging for orders and questions, creating demand for automation that preserves the chat channel.; AI and LLM improvements make short, accurate qualification dialogs and intent scoring feasible without large engineering investments.; WhatsApp Business API adoption and local reseller ecosystems make onboarding merchants easier and expand addressable users.; Micro-merchants in emerging markets increasingly accept paid tools that improve conversion, especially if priced and localized correctly..