Intent routing

A traffic-control layer in the chatbot that decides what kind of request each shopper turn is (product search, support question, order tracking, complaint) and routes it to the right specialist agent.

In depth

Intent routing is what turns a single chatbot into a team of specialists. When a shopper sends a message, the system classifies it. Is this a product question? A returns inquiry? An order-status check? A complaint? It then forwards the conversation context to the agent best suited for that intent. Emporiqa runs intent routing on every shopper turn: a fast small language model classifies the intent in milliseconds, then the conversation is handed to the product expert (for sales, recommendations, objection handling), the customer-support agent (for shipping, returns, policies), the order-tracking handler (when an order number is mentioned), or the human-handoff queue (when confidence is low). The shopper sees one continuous chat; behind the scenes, the right specialist handles each turn. This is what makes a chatbot feel like a real online salesperson: context-aware, never confused between use cases.

See also

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