How to Make AI Text Sound More Human: 7 Techniques
August 25, 2026 · NSM · 5 min read
AI-generated drafts have a tell. Not a single giveaway, but a texture: sentences of suspiciously uniform length, vocabulary chosen from the safest possible shelf, transitions like "moreover" and "in conclusion" doing ceremonial duty. The ideas might be fine — the voice is just nobody's.
Whether you're cleaning up your own AI-assisted draft or rescuing a chatbot answer before it goes into a report, these seven techniques work. Roughly in order of impact.
1. Rewrite structurally, not just lexically
The single biggest mistake is swapping synonyms and calling it done. Real rewriting changes the skeleton: merge two choppy sentences into one, split a long one for emphasis, flip a clause from passive to active, move the conclusion to the front. AI drafts put ideas in the order the model happened to produce them; humans organize by importance.
This is also the technique hardest to do quickly by hand, which is why we built it into our rewriting tool — it runs separate passes over vocabulary, sentence structure, and idea order, then checks the result against the original so the meaning survives. Use it for the heavy lifting, then apply the rest of this list yourself.
2. Break the rhythm
Read the draft and count, roughly, how long each sentence is. AI output clusters around a narrow band — most sentences within a few words of each other. Human writing doesn't do that. Humans run on, then stop. Short. Then long again, because a complicated idea needs room to breathe and the writer isn't afraid to let it take up space.
Deliberately vary it: find the flattest stretch of the draft and rewrite it so no two consecutive sentences are similar in length.
3. Add specifics only you have
AI drafts are generic because the model doesn't know your situation. "Exercise improves health" is what a model says; "I started running because my doctor circled a number on my blood test" is what a person says. Names, numbers, places, dates, small concrete failures — these are the cheapest authenticity there is, and no tool can invent them for you. Go paragraph by paragraph and ask: what do I know about this that the model couldn't?
4. Cut the ceremonial transitions
"Moreover." "Furthermore." "It's important to note that." "In conclusion." Models deploy these constantly because they're safe bridges between ideas. Human writers mostly just... move to the next idea. Delete every transition you can without the paragraph falling apart — usually two-thirds of them — and replace the survivors with something that actually says how the ideas relate.
5. Prefer the active voice and strong verbs
Models lean passive and noun-heavy: "the implementation was carried out by the team." People lean active and verb-driven: "the team shipped it." Hunt for "was/were + past participle" constructions and for verbs embalmed as nouns ("made a decision," "gave a presentation") and resurrect them ("decided," "presented"). The draft immediately reads faster and more confidently.
6. Read it aloud
This is the oldest editing trick and it catches what your eyes skip. Read the draft out loud — actually out loud, not in your head — and mark every place you stumble, run out of breath, or hear a phrase no person would say. "Leverage synergies to optimize outcomes" sounds fine on screen and ridiculous in the air. Rewrite each stumble the way you'd explain it to a colleague over coffee.
7. Have an opinion
AI drafts are aggressively balanced: every topic gets "on the one hand / on the other hand," every claim is hedged. Humans have positions. If the draft discusses a tool you've used, say whether it's good. If it summarizes a debate, say which side you're on and why. A clear, defensible opinion is the strongest signal of a human author — readers can feel it, and so can any statistical analysis of the text.
A note on honesty
Making AI-assisted writing sound human is a normal part of editing — the same skill as tightening any rough draft. Where it crosses a line is misrepresentation: submitting work as solely your own where rules say otherwise, or passing machine output off as human reporting. Regulations like the EU AI Act are formalizing marking requirements for AI content, and many institutions have their own policies. Know the rules that apply to your context and use these techniques for better writing, not deception.
The short version
Rewrite the structure, vary the rhythm, inject specifics, kill the filler transitions, strengthen the verbs, read it aloud, and say what you actually think. You don't need to apply all seven to every draft — for a quick pass, techniques 1, 2, and 4 deliver most of the improvement for the least effort. Do all seven on an important piece and the draft stops sounding like "an AI wrote this" — because, in every way that matters, a person finished it.