Weekly Shopify CRO Report (OpenAI + Telegram) n8n Workflow

Get a weekly Shopify CRO report—automatically—sent straight to Telegram

This Weekly Shopify CRO Report (OpenAI + Telegram) n8n workflow pulls your last 7 days of Shopify orders, calculates key conversion and revenue metrics, generates a concise CRO insights summary with OpenAI, and delivers an HTML-formatted report to your chosen Telegram chat.

What this workflow does

• Runs on a weekly schedule using an n8n Schedule Trigger.
• Fetches all Shopify orders created within the last 7 days.
• Aggregates weekly CRO metrics, including:
  • Revenue
  • Average order value
  • Units sold
  • Discounts
  • Financial status breakdown
  • Refund rate
  • Top-selling products
• Feeds the aggregated metrics to an OpenAI chat model to generate a Telegram-friendly HTML CRO report with detected issues and recommendations.
• Sends the final HTML report to Telegram to keep your team updated without manual reporting.

Use cases

• SaaS operators who want weekly CRO reporting for Shopify without spreadsheets.
• Automation engineers building a reliable Shopify → OpenAI → Telegram insight pipeline in n8n.
• Store owners who need a consistent cadence of conversion and revenue analysis for the last 7 days.

Technical details

• n8n integrations/nodes: schedule trigger, Shopify, code, Telegram.
• AI generation: n8n nodes using n8nn8n-nodes-langchainagent and n8nn8n-nodes-langchainlm chat open ai.
• Setup requirements: a Shopify Admin access token with permission to read orders, an OpenAI API credential (or n8n AI Gateway-managed access), and a Telegram bot credential with the destination chat/channel ID.