# Scrape and rewrite LinkedIn AI posts with Apify and Groq: n8n workflow

> Started by someone submitting a form, and works across Apify and Google Sheets. It puts Groq and OpenAI behind a retrieval step, so answers are drawn from...

Source: https://millionrounds.com/workflow/scrape-and-rewrite-linkedin-ai-posts-with-apify-and-groq (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)

# Scrape and rewrite LinkedIn AI posts with Apify and Groq

Started by someone submitting a form, and works across Apify and Google Sheets. It puts Groq and OpenAI behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 11 steps, 1 branch, 1 loop or waits: a working afternoon to understand properly.

Medium Calls a model: Groq, OpenAI Retrieval

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fscrape-and-rewrite-linkedin-ai-posts-with-apify-and-groq)

**11 steps** Medium: a working afternoon

**1** Branch: places the flow splits

**1** Loop or waits

**2** Services it connects to

## The flow

Starts it 1 Model 6 Logic 2 Service 2

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

- 1 **On form submission** Form trigger *Starts it*
- 2 **Groq Chat Model** Lm Chat Groq *Model*
- 3 **Structured Output Parser** Output Parser Structured *Model*
- 4 **OpenAI Chat Model** Lm Chat Open Ai *Model*
- 5 **Simple Memory** Memory Buffer Window *Model*
- 6 **Run an Actor and get dataset** Apify *Service*
- 7 **Verify The authenticity** Agent *Model*
- 8 **Rewrite post** Agent *Model*
- 9 **Loop Over Items** Split In Batches *Logic*
- 10 **If** If *Logic*
- 11 **Append row in sheet** Google Sheets *Service*

## How it's built

- **Starts on:** Someone submitting a form
- **Steps:** 11, with 1 branch, 1 loop or waits
- **Size:** Medium: a working afternoon
- **Connects to:** Apify, Google Sheets
- **Model:** Groq, OpenAI
- **Retrieval:** Answers are drawn from documents you supply, not from the model alone

## Questions

What does it need to run?

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

What starts it?

It starts on someone submitting a form.

Does it use AI?

Yes. It calls Groq and OpenAI. Its answers draw on documents you give it, not on the model alone. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 11 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 11 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%2Fscrape-and-rewrite-linkedin-ai-posts-with-apify-and-groq)
- **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.

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

## Workflows like it

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

- [**AI-Powered Image Captioning with RAG** 11 steps · calls a model · Google Sheets, Slack](https://millionrounds.com/workflow/ai-powered-image-captioning-with-rag)
- [**AI-powered Instagram content repurposing with OpenAI** 11 steps · calls a model · Google Sheets](https://millionrounds.com/workflow/ai-powered-instagram-content-repurposing-with-openai)
- [**Analyze YouTube video SEO and get optimization tips** 11 steps · calls a model · Gmail, Google Sheets](https://millionrounds.com/workflow/analyze-youtube-video-seo-and-get-optimization-tips)
- [**Analyze trending YouTube videos with Apify and OpenAI** 11 steps · calls a model · Google Sheets](https://millionrounds.com/workflow/analyze-trending-youtube-videos-with-apify-and-openai)
- [**Analyze website SEO and log AI recommendations to Google Sheets** 11 steps · calls a model · Gmail, Google Sheets](https://millionrounds.com/workflow/analyze-website-seo-and-log-ai-recommendations-to-google-she)
- [**Auto post blogs to LinkedIn and Twitter with Claude and OpenAI** 11 steps · calls a model · Google Sheets, Slack](https://millionrounds.com/workflow/auto-post-blogs-to-linkedin-and-twitter-with-claude-and-open)