Speculative project — built to demonstrate approach for new clients. The architecture, prompts, and integrations are production-grade and can be deployed for real clients within ~5 working days.

AI Content Repurposing Pipeline

Blog URL → 3 LinkedIn posts, 5 tweets, newsletter intro in 90 seconds

Built in 4 hours. Production-ready.

The problem

Most content teams spend 2 to 3 hours manually repurposing each long-form blog post into social and email content. Most posts never get the distribution they should — there's just no time for it. Distribution stops being the bottleneck when you can systematize the process.

n8n Canvas Architecture

How it works

  • Webhook TriggerAccepts any blog post URL to instantly kick off the repurposing workflow.
  • Content ExtractionPulls down the HTML and cleanly extracts the core article text to act as source material.
  • Parallel LLM GenerationRuns three simultaneous OpenAI calls to generate LinkedIn posts, Tweets, and a newsletter introduction.
  • Markdown Digest MergeCombines all AI outputs into a neat markdown format delivered straight to a Slack channel or inbox.

Tech Stack

n8nOpenAI (gpt-4o)Slack / Email

Why this matters

For content marketing teams, this turns a two-hour repurposing job into a ten-minute review-and-edit job. Outputs are not AI slop—prompts are heavily engineered to speak in a calm, expert, slightly contrarian B2B voice without typical generative tells. The production version adds extensive custom voice fine-tuning and direct scheduling integrations to your CRM or social media scheduler.

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