You can turn every live chat or ticket into a revenue opportunity by wiring a generative-AI model into your support platform, letting it suggest the next best product in real time. The result is a fully automated "AI upsell during customer support" flow that surfaces a personalized offer, sends the customer a checkout link, and logs the conversion back into your CRM - all without the agent having to type a single line.

Below is a step-by-step, production-ready guide that uses Intercom or Zendesk for the support channel, OpenAI for the language model, n8n as the glue, and Shopify (or any Shopify-compatible store) as the fulfillment engine. If you already have a CRM (HubSpot, Salesforce, etc.) you'll see where to plug it in.

What you need

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