# Score LinkedIn comments and draft replies with Azure OpenAI: n8n workflow

> Started by a clock, and works across Gmail and Google Sheets. It hands the judgement calls to Azure OpenAI.

Source: https://millionrounds.com/workflow/score-linkedin-comments-and-draft-replies-with-azure-openai (Millionrounds; every figure on the page links to its filing or article)

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

# Score LinkedIn comments and draft replies with Azure OpenAI

Started by a clock, and works across Gmail and Google Sheets. It hands the judgement calls to Azure OpenAI. 17 steps: a working afternoon to understand properly.

Medium Calls a model: Azure OpenAI

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fscore-linkedin-comments-and-draft-replies-with-azure-openai)

**17 steps** Medium: a working afternoon

**0** Branches: places the flow splits

**0** Loops or waits

**2** Services it connects to

## The flow

Starts it 3 Model 4 Logic 5 Service 5

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

- 1 **Trigger Every 15 Minutes1** Cron *Starts it*
- 2 **Watch Sheet for New Comment Rows1** Google Sheets trigger *Starts it*
- 3 **Watch Sheet for Approved Replies1** Google Sheets trigger *Starts it*
- 4 **Azure OpenAI Chat Model** Lm Chat Azure Open Ai *Model*
- 5 **Azure OpenAI Chat Model4** Lm Chat Azure Open Ai *Model*
- 6 **Search LinkedIn Posts via SerpAPI** Serp Api *Service*
- 7 **AI Reply Drafting Agent1** Agent *Model*
- 8 **Build Media Team Email Report1** Code *Logic*
- 9 **AI Sentiment & Intent Detection Agent1** Agent *Model*
- 10 **Parse & Filter Search Results** Code *Logic*
- 11 **Format Reply for Sheet Update1** Code *Logic*
- 12 **Send Email Report to Media Team1** Gmail *Service*
- 13 **Parse Sentiment & Score Output1** Code *Logic*
- 14 **Fetch Post Comments via ConnectSafely** Connect Safely Linked In *Service*
- 15 **Write AI Reply Back to Google Sheet1** Google Sheets *Service*
- 16 **Save Comments & Sentiment to Google Sheet1** Google Sheets *Service*
- 17 **Flatten Comments into Rows** Code *Logic*

## How it's built

- **Starts on:** A clock
- **Steps:** 17
- **Size:** Medium: a working afternoon
- **Connects to:** Gmail, Google Sheets
- **Model:** Azure OpenAI

## Questions

What does it need to run?

An n8n account, plus your own Gmail and Google Sheets accounts, and a key for Azure 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 Azure OpenAI. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 17 steps is enough that you should read each one before running it.

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 17 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%2Fscore-linkedin-comments-and-draft-replies-with-azure-openai)
- **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.

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

## Workflows like it

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

- [**AI Auto-Reply for Missed Customer Emails with Gmail and OpenAI** 17 steps · calls a model · Gmail, Google Sheets](https://millionrounds.com/workflow/ai-auto-reply-for-missed-customer-emails-with-gmail-and-open)
- [**Approve detention charge disputes with OpenAI and Gmail** 17 steps · calls a model · Gmail, Google Sheets](https://millionrounds.com/workflow/approve-detention-charge-disputes-with-openai-and-gmail)
- [**Automate LinkedIn job search and applications with Claude** 17 steps · calls a model · Google Sheets](https://millionrounds.com/workflow/automate-linkedin-job-search-and-applications-with-claude)
- [**Automated Facebook message response with OpenAI and Airtable** 17 steps · calls a model · Airtable, Google Sheets](https://millionrounds.com/workflow/automated-facebook-message-response-with-openai-and-airtable)
- [**Build an AI-powered employee recognition system with OpenAI** 17 steps · calls a model · Gmail, Google Sheets](https://millionrounds.com/workflow/build-an-ai-powered-employee-recognition-system-with-openai)
- [**Classify QA/QC compliance issues with Gemini and GitHub** 17 steps · calls a model · Gmail, Google Sheets](https://millionrounds.com/workflow/classify-qa-qc-compliance-issues-with-gemini-and-github)