LinkedIn

Is AI-written LinkedIn content obvious?

Generic AI content is obvious. Content grounded in your own history, your specific opinions, and your actual phrasing is not, and the difference is grounding rather than the model.

By Nick Dinsmoor · Last reviewed August 4, 2026

What makes it obvious

Broad claims anyone could make, a rhythm that never varies, no specific numbers or names, and opinions carefully hedged into meaninglessness.

What makes it sound like you

Your Company Brain holds your prior posts, your references, and your phrasing. An operator reads every post before you do, and you approve each one before it publishes.

The approval loop is the mechanism

Every edit you make teaches the voice. Posts get more like you over weeks, which is the opposite of what happens with an unmanaged tool.