One Blog Post → 12 Platform-Ready Assets
12x
Content Output
2x
Social Engagement
15hrs
Saved Per Week
6 weeks
To 2x Engagement
A SaaS company's marketing team of 3 was publishing one blog post per week and manually reformatting it for LinkedIn, Twitter, email newsletters, YouTube scripts, and Instagram carousels. Each piece took 2-3 hours to repurpose. They were spending more time on reformatting than on strategy. Their competitors were outpacing them 5-to-1 on content volume.
We built an automated content repurposing engine that transforms one piece of content into 12 platform-optimized assets.
Content Ingestion via N8N
When a blog post is published in their CMS (Webflow), an N8N webhook captures the content, metadata, and images. The workflow splits the content into logical sections for different platforms.
AI Repurposing with LangChain + GPT-4
A LangChain pipeline processes each content section with platform-specific prompts — turning key points into Twitter threads, LinkedIn posts, email copy, YouTube scripts, carousel text, and newsletter snippets. Each output matches the brand's voice guide stored in the system.
Asset Assembly with Python
Python scripts generate carousel images using templates, format email HTML, and compile YouTube script documents. Everything is organized in a Notion content calendar with status tracking.
Scheduled Distribution via Zapier
Zapier workflows schedule each asset to the right platform at optimal posting times — Buffer for social, ConvertKit for email, and a Slack review channel where the team can approve or edit before anything goes live.
Built With
Delivered in 2 weeks
N8N
Content ingestion & orchestration
LangChain
AI content repurposing pipeline
GPT-4
Multi-format content generation
Python
Asset generation & formatting
Zapier
Distribution scheduling
Notion
Content calendar & tracking
ConvertKit
Email distribution
Content output increased 12x with zero additional headcount. Social engagement doubled within 6 weeks. The marketing team shifted from production to strategy, and organic traffic grew 40% in the first quarter.
12x
Content Output
2x
Social Engagement
15hrs
Saved Per Week
6 weeks
To 2x Engagement
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