{
  "id": 4233967,
  "title": "How to Build an **ai upsell during customer support** System",
  "url": "https://urgent.news/2026/08/29/how-to-build-an-ai-upsell-during-customer-support-system",
  "topic": "ai",
  "section": "AI",
  "published": "2026-08-29T16:35:46.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/samchenreviews/how-to-build-an-ai-upsell-during-customer-support-system-2lcc"
  },
  "original_language": "en",
  "account": "An AI-powered upsell system during customer support can turn every live chat or ticket into a potential revenue opportunity. Generative AI models can suggest the next best product in real time, leading to automated, personalized upsell offers. This system leverages Intercom or Zendesk for customer support, OpenAI for the language model, n8n for workflow orchestration, and Shopify as the fulfillment engine. Key steps include setting up webhooks on the support platform, spinning up a self-hosted n8n instance, creating an AI upsell workflow with the necessary nodes (webhook, data extraction, OpenAI completion, Shopify checkout, and CRM logging), and ensuring the endpoint is reachable from the internet. This setup allows for a seamless, automated upsell flow that benefits both the business and the customer.",
  "summary": "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…",
  "key_points": [
    "AI-powered upsell system during customer support identified",
    "Generative AI suggests next best product in real time",
    "System uses Intercom/Zendesk, OpenAI, n8n, Shopify"
  ],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}