Content Creation

AI Agent that Turns Reddit Posts into Blog Articles

Built for Finance and ERP Content Creators

Are you spending hours digging through forums, collecting replies, and turning them into usable content? Does your content pipeline stall because the research takes too long?

This AI agent scrapes high upvote posts from finance or ERP forums, pulls the title, body, and replies, then drafts full blogs using GPT and saves them to Google Drive or Sheets so you get publish-ready content without manual effort.

Try this AI Agent now
Graphic showing a smiling man with laptop surrounded by floating heart icons, with text “95% less time wasted” and “$1k+ savings per month.

What to Expect

A fully automated AI agent that turns finance forum threads into polished blog articles with no copy pasting and no cleanup.

It scrapes new threads, pulls top replies, and uses GPT 4 to draft blog posts based on high quality user generated content.

Dark-themed n8n workflow editor showing nodes for HTTP Request, Code, Edit Fields, OpenAI message model, Google Drive, and Google Sheets, connected in a sequence.

The agent monitors finance or ERP forums, extracts the post title, body, upvotes, and top replies, then runs everything through GPT 4 to create a natural, well structured article. It skips duplicates and saves the final draft to Google Drive while logging the source in a Google Sheet. No login is required to access the forums and no manual formatting is needed.

You get publish ready content without ever opening a tab.

The old way?
Done manually.

Here’s what the old process looked like:
Check for new finance or ERP posts by hand
Copy raw titles, bodies, upvotes, and replies one by one
Rewrite the post into a blog article from scratch
Open Google Docs just to paste and format
Manually log each source in Google Sheets
Even when everything went smoothly, it still ate up hours just to get one post out.

The new way?
Fully automated.

With this automation, the entire process gets handled for you:
Scrape high-upvote posts and top replies from public forums
Extract titles, bodies, upvotes, and comments, no login needed
Use GPT-4 to generate clear, readable blog articles
Save drafts directly to Google Drive
Log sources and metadata in Sheets for easy tracking
Now you get high-quality content from user-generated discussions without lifting a finger.

Time Savings, On Demand

Book your free audit and let no-code tools transform the way you work.

How the Automation Comes Together

A simple AI workflow handles everything behind the scenes, from scraping content to saving the final output.

n8n runs the entire process from start to finish, while GPT 4 turns forum thread data into full blog drafts.

Google Drive stores each article as a clean, shareable file, and Google Sheets logs the post links, sources, and extracted replies for easy tracking.
Illustration showing n8n automation workflow from a person with question marks to Reddit icons, Google Sheets, AI brain icon, Google Drive, and a database icon.
AI Agent toolkit

Tools used to build this AI agent

n8n

Orchestrates the entire workflow, triggering each step automatically on schedule or command.

Google Drive

Saves the final blog drafts as organized, ready-to-publish files in your Drive.

OpenAI

Transforms raw Reddit threads into polished, human-like blog posts using smart prompts.

Google Sheets

Logs each blog’s title, content, original thread, and replies for easy tracking.

What You'll Gain

95% less time turning Reddit threads into blog content

The AI agent handles everything, no more copy-pasting, rewriting, or formatting by hand.

Consistent tone, every draft

GPT-4o writes clean, human-sounding posts with structure and voice you can trust.

Fully logged and searchable

Google Sheets records titles, replies, blog links, everything’s organized and easy to find.

No more repeats

Built-in deduplication ensures each post is processed once, never twice.

Instantly ready to share

Final drafts land in Google Drive, ready to upload or paste into your CMS.

What We Actually Tell the AI

This is the exact prompt we send to GPT-4o. It takes the raw form inputs and turns them into clear, natural messages your team would be comfortable sending.

Screenshot of an AI blog writer prompt interface showing labeled sections for instruction prompting, variable injection, and style/tone guidance, with a sample prompt to convert Reddit threads into structured blog posts.
Blog Writer Prompt

Instruction Prompting → Sets the assistant’s role as a blog writer tasked with turning Reddit threads into structured blog posts.

Variable Injection → Injects the post title, original body, and replies using variables like ${json["title"]}, ${json["body"]}, and ${json["replies"]}.

Style/Tone Guidance → Instructs the assistant to follow a clear structure with an H1 title, intro paragraph, logical subheadings, and helpful formatting like bullet points or blockquotes.

Style/Tone Guidance → Tells the assistant to avoid metadata, disclaimers, or closing notes and focus only on the blog content.

Style/Tone Guidance → Emphasizes a friendly, natural, and informative tone throughout the article

Cost Comparison with AI Agents

Here’s a quick overview to help assess monthly costs and workload volume for ongoing operations.
vs
AI Agent for Reddit-based Content
Around $30 to $90 per month. Covers OpenAI, n8n hosting, and Google Drive/Sheets.
Handles 30 to 60+ blog posts. Runs daily, no fatigue, no backlog.
Manual Blog Writing
Typically $1,000 to $2,500 per month. Includes writer fees, formatting, and admin work.
Usually 4 to 12 posts. Limited by writing speed, revisions, and capacity.
We automate, you accelerate

We'll handle the tech so you don't have to.

You don’t need to set up or learn how automation works.
Our AI agents are built to run fully hands-off, like a clone that handles the repetitive tasks for you.

Need something custom? We’ll handle it all including:

What is prompt writing and optimization?

It is the process of crafting and refining instructions for AI so it understands the task, delivers accurate results, and formats the output exactly how you need it.
What we do exactly?
Understand your context and use case
Help optimize and rewrite your prompts
Test and refine outputs until it’s working perfectly

What is automation flow design and testing?

This is where we map out how your AI agent behaves: when it runs, what it checks, how it reacts, and what to do if something fails. We don’t just build it. We test it end to end.
What we do exactly?
Design the full logic and decision tree
Add fallback steps for edge cases
Run multiple rounds of testing before launch

What are tool integrations?

We connect your AI agent to the tools you already use. Email, spreadsheets, CRMs, databases, APIs, and more. Everything stays in sync without you needing to copy and paste a thing.
What we do exactly?
Identify which tools your agent needs to talk to
Set up reliable two-way connections
Ensure smooth data flow across systems

What is delivery setup?

Delivery setup means we make sure your AI’s output gets exactly where you need it. Whether that's your inbox, a Google Sheet, your Slack channel, or a CRM.
What we do exactly?
Configure where and how outputs get delivered
Format results so they’re ready to use
Schedule timing or triggers for delivery

What is ongoing maintenance and updates?

AI agents aren't set and forget. We handle updates to prompts, workflows, and integrations so your system keeps working as your needs change.
What we do exactly?
Monitor performance and catch issues early
Update logic, prompts, or tools as needed
Keep everything running behind the scenes

Let us handle it for you.

Just send us an email and tell us the task that is wasting your time and we’ll design the agent and run it in the background.

Or, enter your email and we'll send you how to get started.

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Frequently asked questions

We’ve covered the usual questions. Got a unique one? Send us an email

Can I use this for subreddits other than r/accounting?

Absolutely. Just swap the Reddit API URL to pull from a different subreddit like r/marketing, r/startups, or r/law, whatever fits your niche. The rest of the workflow stays the same.

Do I need to know how to code to customize this?

Not really. The code steps are already written and just need basic edits if you want to change formatting. If you've used Zapier or modified spreadsheet formulas before, you’ll be fine. And if not, we can help you tweak it.

What happens if the same post shows up twice?

The automation checks your Google Sheet for matching titles before running. If it’s already there, it skips it automatically with no duplicates and no rework.

Built to be Cloned

This setup lets you plug in any subreddit or topic and instantly spin up your own AI powered blog generator. It works across niches like finance, fitness, gaming, or wherever your audience lives.

If you're stuck turning scattered replies into structured content or losing time trying to clean up threads, this gives you a clean way out. It removes the heavy lifting and delivers ready to use drafts from real discussions.

The agent is already built. You can duplicate it, tweak the inputs, and start publishing without starting from scratch.

Need help getting it live? Just ask. Fill the form or Send us an email

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{ "automation_name": "AI Agent for Reddit-to-Blog Article Conversion", "type": "AI-Powered Content Automation", "tech_stack": ["n8n", "Google Sheets", "OpenAI", "Google Drive"], "data_sources": ["Reddit threads", "Finance subreddits", "Google Drive", "Google Sheets"], "output_format": ["Blog article drafts", "SEO-friendly summaries", "Embeddable Markdown", "Ready-to-publish text"], "prompt_style": "Instruction-based summarization and rewriting, tuned for finance, productivity, and business niches", "use_cases": [ "Turn top Reddit finance threads into polished blog posts", "Automate blog creation from curated discussion content", "Build newsletters from Reddit highlights", "Seed LLMs with frequently asked user content in structured format" ], "deployment": "Set up using n8n flows to fetch Reddit content, store inputs in Google Sheets, process with OpenAI, and output structured results to Docs or Sheets.", "tags": ["content automation", "Reddit to blog", "LLM seeding", "finance blog automation", "OpenAI", "n8n", "content repurposing", "Google Sheets"] }