Project Type: AI Content Repurposing & Social Media Automation

Tech Stack: n8n, OpenAI, X (Twitter) API, LinkedIn API, Reddit API

Marketing teams and content creators spend countless hours writing long-form articles, only to struggle with distribution. Manually rewriting a single blog post to fit the distinct tones and formatting rules of LinkedIn, X (formerly Twitter), and Reddit is a massive bottleneck.

As an automation agency founder, I built this centralized n8n workflow to completely eliminate that friction. This system takes a single article URL or text input, uses OpenAI to extract the core value, and automatically generates (and publishes) highly engaging, platform-native posts for three completely different social networks simultaneously.

Context Switching: Writing a professional LinkedIn post requires a completely different mindset and structure than writing a punchy X thread or a value-driven Reddit discussion.

Formatting Nightmares: Manually splitting text into 280-character chunks for Twitter threads or formatting Markdown for Reddit is tedious and prone to errors.

Inconsistent Distribution: Due to the time required, clients were abandoning their cross-platform strategies, leaving potential traffic and engagement on the table.

I engineered a 15+ node n8n workflow that acts as a fully automated social media manager, adapting content seamlessly across platforms.

HTTP Request / Scraping: The workflow accepts an article URL (or raw text) via webhooks. It scrapes the page to extract the main body content, title, and key arguments.

Core Context Extraction: OpenAI analyzes the raw article to understand the thesis, key data points, and primary takeaways, creating a "master summary" in the background to ensure consistency across all generated posts.

The workflow uses parallel routing and conditional If nodes to send the master summary to specialized AI prompts for each platform:

LinkedIn Agent: Generates a professional, story-driven post with a strong hook, clear bullet points for readability, and a call-to-action driving traffic back to the original article.

X (Twitter) Agent: Breaks the content down into a high-impact thread. The AI is strictly prompted to handle character limits, creating a compelling opening tweet followed by bite-sized insights and a concluding link.

Reddit Agent: Strips away the "marketing speak." Generates a conversational, value-first text post formatted in Markdown, designed to spark discussion in relevant subreddits without triggering self-promotion filters.

Once the AI generates the three distinct variations, the workflow securely connects to the respective social media APIs. Based on the user's preference, it can either automatically publish the posts live simultaneously or send them to a Slack/Telegram channel for a quick human review before pushing them live.

Massive Time Savings: Content distribution that previously took an hour of rewriting and formatting per article is now completed in under 10 seconds.

Native Engagement: By tailoring the tone specifically to the culture of LinkedIn, X, and Reddit, the repurposed content blends perfectly into the native feeds, avoiding the "copy-pasted across platforms" look that suppresses reach.

Consistent Multi-Channel Presence: Allowed the client to maintain an active, daily presence across three major platforms without increasing their content team's headcount.

Want to scale your content distribution without sacrificing quality or hiring a massive team?