# Scrape Reddit posts with BrowserAct and Gemini: n8n workflow

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

Source: https://millionrounds.com/workflow/scrape-reddit-posts-with-browseract-and-gemini (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 Reddit posts with BrowserAct and Gemini

Started by a clock, and works across Google Sheets. It hands the judgement calls to Gemini. 18 steps, 2 branches, 2 loops or waits: a working afternoon to understand properly.

Medium Calls a model: Gemini

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fscrape-reddit-posts-with-browseract-and-gemini)

**18 steps** Medium: a working afternoon

**2** Branches: places the flow splits

**2** Loops or waits

**1** Service it connects to

## The flow

Starts it 1 Model 4 Logic 8 Service 5

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

- 1 **Google Gemini Chat Model** Lm Chat Google Gemini *Model*
- 2 **Google Gemini Chat Model1** Lm Chat Google Gemini *Model*
- 3 **Schedule Trigger** Schedule trigger *Starts it*
- 4 **Keyword Analyst** Chain Llm *Model*
- 5 **Competitor Analyst** Chain Llm *Model*
- 6 **GSheets: Read Config** Google Sheets *Service*
- 7 **Archive Keywords** Google Sheets *Service*
- 8 **Archive Competitors** Google Sheets *Service*
- 9 **If: Is Keyword?** If *Logic*
- 10 **Is Competitor?** If *Logic*
- 11 **Loop: Keyword List** Split In Batches *Logic*
- 12 **Loop: Competitor List** Split In Batches *Logic*
- 13 **BrowserAct: Scrape Keywords** Browser Act *Service*
- 14 **BrowserAct: Scrape Subreddit** Browser Act *Service*
- 15 **Clean Keyword Data** Code *Logic*
- 16 **Clean Competitor Data** Code *Logic*
- 17 **Format Keyword Digest** Code *Logic*
- 18 **Format Competitor Digest** Code *Logic*

## How it's built

- **Starts on:** A clock
- **Steps:** 18, with 2 branches, 2 loops or waits
- **Size:** Medium: a working afternoon
- **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?

Plan an afternoon. 18 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 18 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-reddit-posts-with-browseract-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.

[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 content factory: RSS to blog, Instagram & TikTok** 18 steps · calls a model · Google Sheets, Slack](https://millionrounds.com/workflow/ai-powered-content-factory-rss-to-blog-instagram-and-tiktok)
- [**Analyze Facebook post comment sentiment with OpenAI** 18 steps · calls a model · Gmail, Google Sheets](https://millionrounds.com/workflow/analyze-facebook-post-comment-sentiment-with-openai)
- [**Analyze Reddit posts with OpenAI and Gmail** 18 steps · calls a model · Gmail, Google Sheets](https://millionrounds.com/workflow/analyze-reddit-posts-with-openai-and-gmail)
- [**Audio transcription & chat bot with AssemblyAI and Gemini** 18 steps · calls a model · Google Sheets, Pinecone](https://millionrounds.com/workflow/audio-transcription-and-chat-bot-with-assemblyai-and-gemini)
- [**Audit landing page SEO with OpenAI** 18 steps · calls a model · Gmail, Google Sheets](https://millionrounds.com/workflow/audit-landing-page-seo-with-openai)
- [**Auto-categorize blog posts with OpenAI and GitHub** 18 steps · calls a model · GitHub, Google Sheets](https://millionrounds.com/workflow/auto-categorize-blog-posts-with-openai-and-github)