# Create Shopify products with Telegram and Gemini: n8n workflow

> Started by an incoming Telegram message, and works across Telegram and n8n data table. It hands the judgement calls to Gemini.

Source: https://millionrounds.com/workflow/create-shopify-products-with-telegram-and-gemini (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)

# Create Shopify products with Telegram and Gemini

Started by an incoming Telegram message, and works across Telegram and n8n data table. It hands the judgement calls to Gemini. 95 steps, 10 branches: large, and worth reading before you trust it with anything live.

Large Calls a model: Gemini

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fcreate-shopify-products-with-telegram-and-gemini)

**95 steps** Large: read it before trusting it with anything live

**10** Branches: places the flow splits

**0** Loops or waits

**2** Services it connects to

## The flow

Starts it 1 Model 18 Logic 19 Service 22

The steps in the order they run, from what starts it. The first 60 of 95.

- 1 **Telegram Trigger** Telegram trigger *Starts it*
- 2 **Google Gemini Chat Model** Lm Chat Google Gemini *Model*
- 3 **Google Gemini Chat Model1** Lm Chat Google Gemini *Model*
- 4 **Google Gemini Chat Model3** Lm Chat Google Gemini *Model*
- 5 **Google Gemini Chat Model2** Lm Chat Google Gemini *Model*
- 6 **Google Gemini Chat Model4** Lm Chat Google Gemini *Model*
- 7 **Google Gemini Chat Model5** Lm Chat Google Gemini *Model*
- 8 **Structured Output Parser** Output Parser Structured *Model*
- 9 **Google Gemini Chat Model7** Lm Chat Google Gemini *Model*
- 10 **Structured Output Parser1** Output Parser Structured *Model*
- 11 **Google Gemini Chat Model8** Lm Chat Google Gemini *Model*
- 12 **Get User State** Data Table *Service*
- 13 **Product Description Generation** Chain Llm *Model*
- 14 **Short Description Generation** Chain Llm *Model*
- 15 **Slug Generation** Chain Llm *Model*
- 16 **Product Description Generation1** Chain Llm *Model*
- 17 **Short Description Generation1** Chain Llm *Model*
- 18 **Slug Generation1** Chain Llm *Model*
- 19 **Image Title & Alt Tag Creation** Agent *Model*
- 20 **Image Title & Alt Tag Creation1** Agent *Model*
- 21 **If /abort** If *Logic*
- 22 **Markdown** Markdown *Logic*
- 23 **Fetching Product Data2** Data Table *Service*
- 24 **Markdown1** Markdown *Logic*
- 25 **Fetching Product Data** Data Table *Service*
- 26 **Mapping Image URL with Alt Tag** Code *Logic*
- 27 **Mapping Image URL with Alt Tag1** Code *Logic*
- 28 **Reset Shopify Product Manager DB** Data Table *Service*
- 29 **Fetch Data from User State DB** Code *Logic*
- 30 **Fetching Image URLs2** Code *Logic*
- 31 **Fetching Image URLs** Code *Logic*
- 32 **Fetching Product Data1** Data Table *Service*
- 33 **Fetching Product Data3** Data Table *Service*
- 34 **Reset User_images DB** Data Table *Service*
- 35 **If3** If *Logic*
- 36 **Getting Image Data1** Http Request *Service*
- 37 **Getting Image Data** Http Request *Service*
- 38 **Fetching Image URLs1** Code *Logic*
- 39 **Fetching Image URLs3** Code *Logic*
- 40 **Notifying user about process abortion** Telegram *Service*
- 41 **Get User State1** Data Table *Service*
- 42 **Check for /start** If *Logic*
- 43 **Fetching Binary Data** Http Request *Service*
- 44 **Fetching Binary Data1** Http Request *Service*
- 45 **Switch** Switch *Logic*
- 46 **Prompting user for product name** Telegram *Service*
- 47 **Prompting user to use /Start** Telegram *Service*
- 48 **Formatting Images as Base64** Code *Logic*
- 49 **Formatting Images as Base64_1** Code *Logic*
- 50 **Check Approval Button** If *Logic*
- 51 **Updating Current Step & Product Name** Data Table *Service*
- 52 **Check for Done after uploading images** If *Logic*
- 53 **Check for None in Features** If *Logic*
- 54 **Updating Current Step2** Data Table *Service*
- 55 **If5** If *Logic*
- 56 **Prompting user to create another product** Telegram *Service*
- 57 **Chat ID Update** Data Table *Service*
- 58 **Creating Product on Shopify** Http Request *Service*
- 59 **Creating Product on Shopify1** Http Request *Service*
- 60 **Notifying user about Product Creation Initiation** Telegram *Service*

## How it's built

- **Starts on:** An incoming Telegram message
- **Steps:** 95, with 10 branches
- **Size:** Large: read it before trusting it with anything live
- **Connects to:** Telegram, n8n data table
- **Model:** Gemini

## Questions

What does it need to run?

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

What starts it?

It starts on an incoming Telegram message.

Does it use AI?

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

How long does it take to set up?

Take your time. At 95 steps it is large: read it before trusting it with anything live.

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 95 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%2Fcreate-shopify-products-with-telegram-and-gemini)
- **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.

[Telegram](https://millionrounds.com/workflows?service=Telegram#library)[n8n data table](https://millionrounds.com/workflows?service=n8n+data+table#library)

## Workflows like it

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

- [**Confirm COD orders and recover carts with Telegram** 33 steps · calls a model · Google Sheets, Slack](https://millionrounds.com/workflow/confirm-cod-orders-and-recover-carts-with-telegram)
- [**Manage your WooCommerce store with OpenAI** 32 steps · calls a model · Discord, Gmail](https://millionrounds.com/workflow/manage-your-woocommerce-store-with-openai)
- [**Process prescription orders and refills with Telegram** 32 steps · calls a model · Google Sheets, Slack](https://millionrounds.com/workflow/process-prescription-orders-and-refills-with-telegram)
- [**Share Shopify New Products Across All Social Media Platforms** 29 steps · calls a model · Discord, Gmail](https://millionrounds.com/workflow/share-shopify-new-products-across-all-social-media-platforms)
- [**Generate UGC promo videos with OpenAI and Sora 2** 28 steps · calls a model · Telegram](https://millionrounds.com/workflow/generate-ugc-promo-videos-with-openai-and-sora-2)
- [**Validate wholesale order emails against a Google Sheets price** 27 steps · calls a model · Gmail, Google Sheets](https://millionrounds.com/workflow/validate-wholesale-order-emails-against-a-google-sheets-pric)