# Extract LinkedIn profile data & generate follow-ups: n8n workflow

> Started by a change in a Google Sheet, and works across Google Drive and Google Sheets. It hands the judgement calls to OpenAI.

Source: https://millionrounds.com/workflow/extract-linkedin-profile-data-and-generate-follow-ups (Millionrounds; every figure on the page links to its filing or article)

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

# Extract LinkedIn profile data & generate follow-ups

Started by a change in a Google Sheet, and works across Google Drive and Google Sheets. It hands the judgement calls to OpenAI. 7 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%2Fextract-linkedin-profile-data-and-generate-follow-ups)

**7 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 3

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

- 1 **trigger: form submission** Google Sheets trigger *Starts it*
- 2 **get screenshot** Google Drive *Service*
- 3 **Analyze image** Open Ai *Model*
- 4 **structure info** Code *Logic*
- 5 **update crm** Google Sheets *Service*
- 6 **Message a model** Open Ai *Model*
- 7 **update crm with message** Google Sheets *Service*

## How it's built

- **Starts on:** A change in a Google Sheet
- **Steps:** 7
- **Size:** Small: readable in one sitting
- **Connects to:** Google Drive, Google Sheets
- **Model:** OpenAI

## Questions

What does it need to run?

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

What starts it?

It starts on a change in a Google Sheet.

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 7 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 7 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%2Fextract-linkedin-profile-data-and-generate-follow-ups)
- **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.

[Google Drive](https://millionrounds.com/workflows?service=Google+Drive#library)[Google Sheets](https://millionrounds.com/workflows?service=Google+Sheets#library)

## Workflows like it

Also crm, with the same services where possible, closest in size first.

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- [**Automate inactive deal cleanup from GoHighLevel** 7 steps · GoHighLevel, Google Sheets](https://millionrounds.com/workflow/automate-inactive-deal-cleanup-from-gohighlevel)
- [**Build a LinkedIn job intelligence pipeline with Apify** 7 steps · Apify, Google Sheets](https://millionrounds.com/workflow/build-a-linkedin-job-intelligence-pipeline-with-apify)
- [**Gemini 2.5 flash model and prints the generated response** 7 steps · Gmail, Google Sheets](https://millionrounds.com/workflow/gemini-2-5-flash-model-and-prints-the-generated-response)
- [**Import Square sales summary reports into Google Sheets** 7 steps · Google Sheets](https://millionrounds.com/workflow/import-square-sales-summary-reports-into-google-sheets)
- [**Reconcile multi-store sales discrepancies with Google Sheets** 7 steps · Gmail, Google Sheets](https://millionrounds.com/workflow/reconcile-multi-store-sales-discrepancies-with-google-sheets)