# Send weekly Shopify CRO reports with OpenAI and Telegram: n8n workflow

> Started by a clock, and works across Shopify and Telegram. It hands the judgement calls to OpenAI.

Source: https://millionrounds.com/workflow/send-weekly-shopify-cro-reports-with-openai-and-telegram (Millionrounds; every figure on the page links to its filing or article)

[Automation library](https://millionrounds.com/workflows) · [E-commerce](https://millionrounds.com/workflows?category=E-commerce#library)

# Send weekly Shopify CRO reports with OpenAI and Telegram

Started by a clock, and works across Shopify and Telegram. It hands the judgement calls to OpenAI. 6 steps: small enough to read in one sitting and change without fear.

Small Calls a model: OpenAI

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fsend-weekly-shopify-cro-reports-with-openai-and-telegram)

**6 steps** Small: readable in one sitting

**0** Branches: places the flow splits

**0** Loops or waits

**2** Services it connects to

## The flow

Starts it 1 Model 2 Logic 1 Service 2

The steps in the order they run, from what starts it.

- 1 **Weekly Schedule** Schedule trigger *Starts it*
- 2 **OpenAI Chat Model** Lm Chat Open Ai *Model*
- 3 **Fetch Shopify Orders** Shopify *Service*
- 4 **AI CRO Analysis** Agent *Model*
- 5 **Aggregate CRO Metrics** Code *Logic*
- 6 **Send Telegram Report** Telegram *Service*

## How it's built

- **Starts on:** A clock
- **Steps:** 6
- **Size:** Small: readable in one sitting
- **Connects to:** Shopify, Telegram
- **Model:** OpenAI

## Questions

What does it need to run?

An n8n account, plus your own Shopify and Telegram accounts, and a key for OpenAI. You connect your own accounts after importing it; none are included.

What starts it?

It starts on a clock.

Does it use AI?

Yes. It calls OpenAI. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Not long. At 6 steps it can be read in one sitting and changed without fear.

How do I import it?

Copy the workflow, open a new workflow in n8n and paste. The steps appear on the canvas, ready for your own accounts.

**Before you run it**

Nothing here has been tested by us. It is somebody's working automation, read and described from its own steps. Treat the connections it wants as a list of accounts it will touch, and read the 6 steps before you point it at anything that matters.

## Run it in n8n

- **Create your n8n account** Free to start. n8n is where the workflow runs. [Create an n8n account ↗](https://millionrounds.com/n8n)
- **Download the workflow** Free with a Millionrounds account. [Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fsend-weekly-shopify-cro-reports-with-openai-and-telegram)
- **Paste it into n8n** Open a new workflow in n8n and paste. Then connect your own accounts.

Stored with the author's traces removed: canvas notes, instance identifiers, saved credential names and any live document they had left behind.

## Connects to

Each opens the other workflows that use it.

[Shopify](https://millionrounds.com/workflows?service=Shopify#library)[Telegram](https://millionrounds.com/workflows?service=Telegram#library)

## Workflows like it

Also e-commerce, with the same services where possible, closest in size first.

- [**Update Shopify product SEO metadata with Gemini** 6 steps · calls a model · Shopify](https://millionrounds.com/workflow/update-shopify-product-seo-metadata-with-gemini)
- [**Automated abandoned cart recovery emails for Shopify stores** 6 steps · Email, Shopify](https://millionrounds.com/workflow/automated-abandoned-cart-recovery-emails-for-shopify-stores)
- [**E-commerce basket AI agent with Gmail and Google Sheets** 6 steps · Gmail, Google Sheets](https://millionrounds.com/workflow/e-commerce-basket-ai-agent-with-gmail-and-google-sheets)
- [**Monitor Shopify inventory & send low stock alerts to Slack** 6 steps · Shopify, Slack](https://millionrounds.com/workflow/monitor-shopify-inventory-and-send-low-stock-alerts-to-slack)
- [**Send new production orders from Google Sheets** 6 steps · Google Sheets, Telegram](https://millionrounds.com/workflow/send-new-production-orders-from-google-sheets)
- [**Shopify abandoned cart email bot** 6 steps · Email, Shopify](https://millionrounds.com/workflow/shopify-abandoned-cart-email-bot)