02 /STACKS / ai-content-pipeline
AI Content Pipeline for X/Twitter
Run a one-person content factory for X/Twitter — research, drafts, images and short video clips.
observed by @whysanesanders · verified 2026-08-15
$63/mo
difficulty: beginner
The components
The recipe
- Research in Perplexity Pro ($20/mo). Ask for cited answers on your niche’s weekly news; save threads per content pillar. Citations double as your fact-check receipts.
- Draft in Claude Pro ($20/mo). Create a Project with your voice guide and 10 best past posts. Generate thread drafts there — Claude holds tone better than ChatGPT for long-form-adjacent writing.
- Edit by hand. Delete the first and last paragraph of every draft; that’s where the LLM filler lives. Your edits are the moat.
- Images in Ideogram ($8/mo). Thumbnails and quote cards need readable text — Ideogram’s text rendering is why it’s here instead of Midjourney.
- Video clips in Kling ($10/mo). Turn the top post of the week into a 5-10 second motion clip for reach. Free daily credits absorb experiments.
- Voiceover in ElevenLabs Starter ($6/mo). Read the thread, clone your voice once, reuse. 30k credits cover a month of shorts.
- Schedule natively. X’s own scheduler or a free tool — don’t pay for a social suite at this stage.
When this breaks down
Past ~3 platforms or a team, per-tool subscriptions and copy-paste between them become the bottleneck. Move to an n8n-automated pipeline then.