# Automate Humanized AI comments: n8n workflow template

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

Source: https://millionrounds.com/workflow/automate-humanized-ai-comments (Millionrounds; every figure on the page links to its filing or article)

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

# Automate Humanized AI comments

Started by a clock, and works across Google Sheets. It hands the judgement calls to Gemini. 25 steps, 2 branches, 2 loops or waits: 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%2Fautomate-humanized-ai-comments)

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

**2** Branches: places the flow splits

**2** Loops or waits

**1** Service it connects to

## The flow

Starts it 1 Model 2 Logic 13 Service 9

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

- 1 **Google Gemini Chat Model6** Lm Chat Google Gemini *Model*
- 2 **Trigger's ever 7hrs** Schedule trigger *Starts it*
- 3 **Your Comment Generator AI Engine** Agent *Model*
- 4 **Get row(s) in sheet2** Google Sheets *Service*
- 5 **Input your linkedin Post Search URL here** Http Request *Service*
- 6 **Code in JavaScript6** Code *Logic*
- 7 **Layer 1 for avoiding double commenting** Remove Duplicates *Logic*
- 8 **Split Out14** Split Out *Logic*
- 9 **CommentToPost5** Http Request *Service*
- 10 **ReactToPost3** Http Request *Service*
- 11 **Filtering Older Posts and Error one's to Make sure no double commenting Layer2** Filter *Logic*
- 12 **Append or update row in sheets** Google Sheets *Service*
- 13 **Update Lead** Google Sheets *Service*
- 14 **Reaction&CommentLogs** Google Sheets *Service*
- 15 **Limit9** Limit *Logic*
- 16 **If14** If *Logic*
- 17 **Random Wait time to mimic Human** Wait *Logic*
- 18 **Batching 1 by 1 for more humanized commenting** Split In Batches *Logic*
- 19 **Limit4** Limit *Logic*
- 20 **Again Input your linkedin Post Search URL here1** Http Request *Service*
- 21 **Split Out15** Split Out *Logic*
- 22 **Append or update row in sheet6** Google Sheets *Service*
- 23 **If13** If *Logic*
- 24 **Edit Fields6** Set *Logic*
- 25 **Limit2loop6** Limit *Logic*

## How it's built

- **Starts on:** A clock
- **Steps:** 25, with 2 branches, 2 loops or waits
- **Size:** Large: read it before trusting it with anything live
- **Connects to:** Google Sheets
- **Model:** Gemini

## Questions

What does it need to run?

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

How long does it take to set up?

Take your time. At 25 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 25 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%2Fautomate-humanized-ai-comments)
- **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 Sheets](https://millionrounds.com/workflows?service=Google+Sheets#library)

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

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