I edit LinkedIn content for a living, which means I spend part of every week removing the same 6 fingerprints from drafts.
Readers can’t always name what feels off about a post. They just stop trusting it around line 3. Here’s what their gut is detecting, named.
The 6 tells
The dashes first. Long dashes, 3, 4, 5 of them per post, splicing every second sentence. Humans use them occasionally. The machines are in love.
Then the fake parallelism, the it’s not X, it’s Y reflex. It’s not about followers, it’s about connection. It’s not marketing, it’s trust. One of these reads as rhetoric, 5 in a feed reads as a template, and the format smuggles in a claim without ever arguing it.
The rule of 3, everywhere, because the model learned that lists of exactly 3 sound complete. Clarity, consistency, and results. Founders, operators, and leaders.
The fragment stacks for fake drama. One. Word. Lines. A human under deadline doesn’t write like that, a text predictor imitating virality does.
The vocabulary nobody says out loud: delve, elevate, unlock, game changer, in today’s fast paced world. If you wouldn’t say it across a table, it shouldn’t be in your post.
And the endings, the engagement bait question bolted onto every post. Agree? Thoughts? What do you think? An actual person sometimes just ends.
Why 1 tell means nothing
Real people use dashes. Real people write lists of 3. The signature isn’t any single tell, it’s 4 or 5 of them together, post after post, with a suspiciously even paragraph rhythm and zero specifics. No client names, no numbers, no dates, no thing that happened on a Tuesday.
Specifics are the hardest thing to fake, which is why they’re the strongest tell in the other direction.
The honest part: I use AI tools too
This is not a purity lecture. There’s AI in my workflow, for research, structure, drafts, and honestly it’s useful.
The difference is the source material. My clients’ content starts as a recorded interview, their stories, their vocabulary, their numbers, and the tools work on that raw material instead of hallucinating generic wisdom from nothing. Then a human edit strips the fingerprints above. That’s the entire trick, and it’s why the interview sits at the center of my system.
The problem was never the tools. It’s publishing the defaults.
A 30 second self test
Open your last 5 posts. Count the long dashes. Count the it’s not X, it’s Y constructions. Check whether a single post contains a number that isn’t made up or a thing that happened on a specific day.
If the dashes win, your ghost has a signature, and your buyers, the careful ones, the exact ones worth reaching, can read it.