Working With an AI LinkedIn Ghostwriter: The Brief and the Review

An AI ghostwriter can help turn notes into a draft under your name. The essential constraint is that the draft must not invent your experiences, beliefs or results to make the writing sound personal.

Treat the task as a collaboration around source material. A voice setting cannot compensate for missing facts.

Prepare a brief a writer can use

Include the reader, the point you want to explain, approved evidence and a few samples that represent how you actually write. Add boundaries: topics you do not comment on, claims requiring review and customer details that must remain private.

A useful voice instruction is specific: “Use connected paragraphs, explain the tradeoff and avoid exaggerated claims.” “Make it authentic and bold” leaves the important decisions undefined.

Separate voice from evidence

The following example is fictional. A founder's notes say that a trial survey asked only whether users liked the interface. The founder wants to learn whether users completed the task.

Weak draft: “I deleted our dashboard after discovering our 94% retention rate was a lie.”

Grounded draft: “Our trial survey asked whether the interface was easy to use. It never asked whether people finished the job. For the next round, we're adding that question before drawing conclusions from the satisfaction score.”

The first version invents a metric and an event. The second carries a point of view using the supplied facts. It does not need a dramatic confession to sound like a person.

Ask for alternatives with reasons

Request two structures: perhaps a short explanation and a concrete example. Ask what each emphasises and what evidence it needs. Choose the structure that helps the reader, then refine the phrasing.

Do not require a contrarian position when the evidence supports a straightforward explanation. The writer can suggest an angle; you should agree with the final claim before putting your name on it.

Review in two passes

First check truth: facts, scope, quotations, chronology and permission. Then check voice: wording you would use, rhythm, unnecessary emphasis and the ending. A sentence can sound exactly like you while saying something false.

Keep the accepted edit and the reason for it. If the tool has saved context, test whether the correction appears in a later draft; do not assume that every edit automatically retrains the system.

Measure usefulness rather than a promised time split

Record the time needed to brief, review and repair several posts. A tool that creates an attractive first draft may still require substantial checking. There is no universal ten-minute workflow or 80/20 division.

For a reusable voice process, see building a voice brief. For editing the full artifact, use the AI content checklist.