Automated content pipeline
October 2026 · n8n · Claude API · Notion · Telegram
Every topic for my channel meant about four hours of research and writing across four formats. Early AI drafts also made up numbers. One quoted school fees of €25,000 to €32,000 a year. The real figure was €11,860 to €18,480.
Now one topic goes in. Claude researches it first, with a source next to every key fact, and writes one brief. Four writers turn that brief into a YouTube script, three shorts, seven Substack Notes and a newsletter. Each lands in Notion, with a Telegram alert. A facts-only rule stopped the made-up figures.
I still edit every draft, add my own stories and check the key facts. The pipeline does the research and the first drafts.
















