How Developers Can Automate AI-Powered Upsells Inside Customer Support Chats

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A technical guide published on DEV Community outlines how to build an automated upsell system that triggers personalized product offers during live customer support interactions. The system connects Intercom or Zendesk as the support front-end with OpenAI's language model to generate contextual product suggestions in real time. The workflow is orchestrated using n8n, an open-source automation tool, which routes conversation data to OpenAI, then fetches relevant products from a Shopify store and sends the customer a checkout link. Conversion events are subsequently logged into a CRM such as HubSpot or Salesforce, requiring no manual input from the support agent. Developers familiar with REST APIs are estimated to need six to eight hours to complete the full build.

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