AI customer service in 2026: from “chatbot” to revenue channel. E‑commerce teams are moving from FAQ bots to specialized agents: pre‑sale guidance + post‑purchase order management. What to watch: — deflection rate vs CSAT — impact on conversion and AOV — tight integrations (Shopify/Woo/Magento + OMS)