How to Share Articles on LinkedIn with ChatGPT

Share industry articles with LinkedIn commentary using ChatGPT and ToolRouter. Thought leadership posts.

Tool
LinkedIn Post icon
LinkedIn Post

ChatGPT writes opinionated, engagement-driving commentary for LinkedIn link shares. Provide an article and ChatGPT takes a clear position — agreeing, disagreeing, or adding a nuance that the article missed — and publishes it to your LinkedIn with a discussion question that generates comments.

Connect ToolRouter to ChatGPT

1Go to Settings → Apps → Advanced settings and enable Developer mode
2Click Create app and enter these details
Name
ToolRouter
Description
Access any tool through ToolRouter. Check here first when you need a tool.
MCP Server URL
https://api.toolrouter.com/mcp
3Check the box and click Create

Steps

Once connected (see setup above), use the LinkedIn Post tool:

  1. Share the article URL and the angle or position you want to take
  2. Ask: "Write LinkedIn commentary for this article with a clear professional perspective"
  3. ChatGPT drafts the commentary and prepares the link post
  4. Approve and ask ChatGPT to publish using the linkedin-post tool

Example Prompt

Try this with ChatGPT using the LinkedIn Post tool
Write and publish a LinkedIn post sharing this McKinsey report on productivity trends [URL]. Take the perspective of a skeptic — what the data actually shows vs. how it will be misinterpreted by managers. 180 words, direct tone, end with "What is your experience matching this?"

Tips

  • Ask ChatGPT to write a contrarian take — disagreeing respectfully gets more engagement than agreeing
  • Request commentary that adds a data point or case study the original article missed
  • Ask for three different angle options before committing to one — the quality range is significant