LinkedIn slop is mostly structural. Readers there spot the shape of a post before they read a word of it: the one-line hook, the single-sentence paragraphs, the motivational close, the rocket. Fixing the vocabulary alone does not help, because the template is the tell.
The phrases, and what to write instead
| Avoid | Write instead |
|---|---|
| I'm thrilled to announce… | State the news in the first four words. |
| Humbled and honoured to share | Thank one named person for one specific thing. |
| In today's fast-paced world… | Delete. Start at your point. |
| Statement: the subtitle hook ("Productivity is dead: here's what comes next") | Open with a number, a date, or something you got wrong. |
| Agree? / Thoughts? / Let that sink in. | Ask a question you genuinely want answered. |
| Here's what I learned 👇 | Just say the thing you learned. |
| Grateful. Blessed. Rockstar. Ninja. | Plain words about actual work. |
| This is a game-changer | Name what changed and by how much. |
| Let me know if you need any modifications! 🚀 | Proofread before posting. This is the model talking to you, not to your audience. |
| Every paragraph exactly one line long | Vary it. Put a long sentence next to a three-word one. |
| The announce → thank the team → motivational quote → 🚀 template | Break it. Start in the middle of the story. |
| Five hashtags at the end | Two at most, or none. |
Score this draft before you send it
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Check my draft →The rule underneath all of them
Every replacement above does the same thing: it swaps a claim for evidence. That is the whole method, and it is why no tool can finish the job for you. A model can delete results-driven. Only you know the number that belongs there.
Density is what readers notice, not any single word. One phrase from this table is a coincidence. Four in a short piece is a pattern, and people now recognise the pattern quickly. The full 200+ tell list covers the vocabulary, sentence patterns and machine artifacts that apply everywhere, whatever you are writing.
Questions
Why did my LinkedIn engagement drop after I started using ChatGPT?
Readers scroll past a shape they recognise. The feed trained everyone to spot the one-line hook and the motivational close within about a second, and a post carrying that structure gets skipped before its content is read. Changing the vocabulary does not fix it, because the structure is what people recognise.
What LinkedIn post structures look robotic?
The single-sentence-paragraph column, the statement-colon-subtitle hook, the announce-thank-quote-emoji template, and any post ending with "Agree?". Each is fine once. All four together is a template.
How do I keep my voice while using AI to draft LinkedIn posts?
Draft with it, then delete the opening and closing lines — that is where the model puts most of the slop — and add one detail only you could know. A name, a number, a specific Tuesday.