Prompts & Writing
How Do You Make AI-Drafted Writing Actually Read Like You Wrote It?
By Jim Vernon, Editor, AI Intelligence International · Published 23 August 2026 · Reviewed against our editorial standards · About the author
Readers describe generated prose as sounding the same, but the sameness is structural rather than lexical. Swapping words does not fix it; changing how paragraphs are built does.
This article identifies the specific structural patterns that create the generic register and the edits that remove them, in order of how much difference each one makes.
Key takeaways
- The generic feel comes from even paragraph rhythm, hedged claims and unearned symmetry, not from particular words.
- Specificity is the strongest single fix: a real number, a named case, a date.
- Cut the first paragraph; drafts almost always begin one paragraph before the actual start.
- Add one thing only you could have written, or the piece has no reason to be yours.
Why does generated prose sound uniform?
Because it optimises for the safe middle of every choice. Sentences cluster around a similar length, paragraphs around a similar shape, claims around a similar level of hedging, and the result is a text with no variance.
Human writing has uneven rhythm. Some paragraphs are one sentence. Some claims are stated flatly with no qualifier. That unevenness reads as a person making choices.
So the edit is not to make sentences fancier but to make them less uniform.
What is the highest-impact edit?
Replacing general statements with specific ones. 'Many companies struggle with adoption' becomes 'The last three teams I onboarded all stalled at the same point: nobody owned the exception queue.'
Specificity carries information the reader cannot get elsewhere, and it is the one thing a summariser cannot manufacture. It is also what makes a piece worth citing.
Go through the draft and mark every sentence that could appear unchanged in a competitor's article. Each mark is either a deletion or a specificity edit.
Why cut the opening paragraph?
Drafts nearly always warm up. The first paragraph establishes that the topic exists and matters, which the reader already knew, since they chose to read about it.
Delete it and read the second paragraph as the opening. In most cases it is a better start, and if something essential was in the first paragraph it can be reinserted in a clause.
The same applies to concluding paragraphs that restate. If the last paragraph adds nothing, ending on the final substantive point is stronger.
How do you break the hedging pattern?
Generated drafts qualify almost everything, which averages out to sounding uncertain about all of it. Pick the claims you actually believe and state them without qualifiers.
Keep the hedges where the uncertainty is real, and they will then carry meaning. A hedge only signals caution if the surrounding text is not hedged.
Watch for the balanced-both-sides paragraph that ends without a position. Readers came for the position; if you have one, state it.
What about rhythm and sentence length?
Read the draft aloud, or listen to it. The uniformity is far more obvious in audio than on screen, and the places where you stumble are the places to cut.
Deliberately vary: follow a long analytical sentence with a short flat one. Break one paragraph into a single line where the point deserves emphasis.
Remove transitional scaffolding — furthermore, additionally, in conclusion, it is important to note. These words are the connective tissue of a text with no argumentative shape.
What must you add that the draft cannot contain?
At minimum, one of: a firsthand observation, an internal number, a named example with dates, or an opinion you would defend in public.
This is not a stylistic point. A piece with none of these has nothing that required you, which is exactly what readers and answer engines are increasingly good at detecting.
If you cannot supply one, the honest conclusion is that you should not publish the piece rather than that you should edit it harder.
Worked example: an edit pass on a 900-word draft
A consultant drafted a piece on why inventory forecasting projects fail. The draft was competent, on topic and entirely generic — every paragraph applied to any company in any sector.
Cutting the first paragraph removed 84 words that established that inventory matters. The new opening began at the actual claim: forecasting projects fail on data hygiene, not on model choice.
She marked eleven sentences as interchangeable. Six were deleted outright. Five were replaced with specifics from a client engagement: a distributor whose forecast error was blamed on the model for two quarters until an audit found 14% of SKUs had duplicate records from a 2019 migration.
She removed 22 hedges and reinstated three where the uncertainty was genuine, including one about whether the duplicate-record rate was typical.
Final length was 780 words, shorter than the draft, and the piece was the first thing she wrote that generated inbound enquiries. Two prospects quoted the 14% figure back to her, which is the clearest possible evidence of which part of the edit mattered.
Frequently asked questions
Do AI detectors matter for this?
Not much as a target. Detectors are unreliable in both directions, and writing to defeat one produces odd prose. Write for specificity and rhythm; detector scores tend to follow, but they are not the goal.
How long should an edit pass take?
For a 900-word piece, thirty to forty-five minutes, most of it spent adding specifics rather than rewording. If editing takes longer than drafting would have, the draft was the wrong starting point.
Is it better to draft from an outline you wrote yourself?
Usually yes. An outline containing your specifics and your argument constrains the draft toward your material, which removes most of the generic register before it appears.
Should short-form content get the same treatment?
The specificity rule applies even more strongly, since there is no room for anything else. The rhythm and hedging edits matter less in a hundred words.