Description

Who this is for

Founders and operators posting across 2-3 platforms daily and tired of copy-pasting.
Agencies managing social for 3+ clients who need a scalable pipeline that survives team turnover.
Content creators who want to turn one insight into 4 format-specific posts without rewriting.
Busy execs whose LinkedIn ghostwriter needs a tighter workflow than “send me a google doc every Sunday.”

The problem

Cross-posting the same text across LinkedIn and X doesn’t work. LinkedIn rewards 1200-1500 character long-form with specific formatting. X rewards 280-char hooks or 6-post threads. Threads is somewhere in between. A good operator spends 15 minutes writing the idea and 45 minutes adapting it per platform. That’s fine at 1 post/day; brutal at 4 posts/day.

This workflow takes one source idea (bullet points, a raw voice note, or a paste from Claude) and produces 3-4 platform-native versions automatically — LinkedIn long-form, X short-form, X thread, Threads — in your voice. Then queues them via each platform’s API, with timing optimized by historical engagement data.

What you’ll get

One n8n `.json` file with 4 interconnected workflows (31 nodes).
Setup docs (~25 pages Markdown) for every platform credential.
Platform-native prompt library — tuned for LinkedIn, X short, X thread, Threads, Bluesky.
Brand-voice trainer node — paste 20 of your past posts once; all future output matches.
Engagement tracker — polls each platform post-publish and feeds data back into timing optimization.

Inside the pack

Stage 1 — Source intake : webhook, Sheet row, or Telegram voice note.
Stage 2 — Voice calibration : compares your sample posts to ensure output sounds like you.
Stage 3 — Platform adaptation : generates LinkedIn long-form, X short, X thread (6-post), Threads variants.
Stage 4 — Scheduling : posts to each platform’s API at times derived from your past engagement data.
Stage 5 — Tracking : polls impressions and engagement at 24h/72h/7d, writes back to source sheet.
Bonus — Hook variant generator : produces 10 hook variants for any post, ranked by pattern.
Bonus — Revive-old-content workflow : surfaces your best past posts and re-adapts them quarterly.

Real outcomes you can expect

Time per day on social: 15 min instead of 60-90.
3-4x post volume without sacrificing quality.
Better platform fit — LinkedIn engagement up, X reach up, Threads seeded.
Data-driven timing — posts go live when your audience actually reads.
A queue that survives vacations — because the workflow runs, not you.

FAQ

Which platforms are supported out of the box?
LinkedIn, X (Twitter), Threads, Bluesky. Instagram captions can be produced but IG’s API is restrictive for autopost.
Does it work with Meta Business Suite / Buffer / Hootsuite?
It replaces them. If you want to keep one of those, the workflow can output to them via webhook instead.
Do I need API keys for each platform?
Yes — LinkedIn OAuth, X Developer API, Threads API access. Setup notes included per platform.
What’s the monthly cost?
At 4 posts/day across 3 platforms: ~$15 OpenAI, $0 platform APIs, $0 n8n self-hosted. ~$15/month.
Will it post Instagram or TikTok?
Instagram captions yes, autopost no (IG Graph API restrictions). TikTok is not in scope.
What if I’m not satisfied?
See our guarantee below.

Our guarantee

Run the workflow for 14 days with daily posting. If it doesn’t save you at least 10 hours across that period, email [email protected] within 14 days of launch. Full refund, no forms.

Social Media Autopost Bot (Multi-Platform)