Why most chatbots fail
They answer questions instead of moving conversations toward outcomes. They lack product knowledge, customer context, and a sense of what 'success' looks like for the business.
The conversion-grade architecture
Grounded knowledge (RAG over your real docs/catalog), structured intent capture, goal-aware prompting, hand-off rules, and CRM/event hooks. Every conversation either books, qualifies, recovers or learns.
Measure like a sales channel
Treat the bot as a revenue channel: contacted → engaged → qualified → converted. Anything else is theater.
#Chatbots#Conversion#RAG