Short answer
Learning how to edit AI generated text is mostly about subtraction and evidence. Cut the opening throat-clearing, replace vague claims with numbers you can source, vary sentence length, and take a position the model refused to take.
Five passes, in this order: cut, specify, restructure, voice, fact-check. A 1,200-word draft takes 30 to 45 minutes to run through all five. If that sounds slow, it is still faster than writing from a blank page, and it is the part that decides whether the piece is worth publishing at all.
Why AI drafts all sound the same
A language model writes the most probable sentence. Probable means average, and average reads like a brochure: balanced, hedged, agreeable, and empty of anything only you could know.
Three habits give it away. It opens with a paragraph that says nothing (“In today’s fast-paced digital landscape”). It states the obvious as if it were insight (“choosing the right tool is important”). And it refuses to choose: every option is “a great choice depending on your needs”.
Editing is not about hiding the machine. It is about putting back the three things the model cannot produce: your specifics, your sources, and your opinion.
Pass 1 — Cut
Delete the first paragraph. Almost always, the real article starts at paragraph two. Then delete every sentence that would still be true if you changed the topic: those are filler.
Cut transition phrases that carry no information (“it is worth noting that”, “when it comes to”), and cut adjectives with no measurement behind them: powerful, robust, seamless, cutting-edge.
Expect to lose 20 to 30 percent of the draft here. If you lose less, you were too gentle.
Pass 2 — Specify
Every remaining claim needs a number, a name, or a source. “Most tools limit the free plan” becomes “the free tier stops at 2,000 words per month, per the vendor’s pricing page”. If you cannot find the number, delete the sentence; do not soften it.
This is also where you add what only you have: the file that failed, the setting that fixed it, the order you do things in. One concrete paragraph from your own work is worth ten paragraphs of general advice.
- Replace “fast” with the actual time.
- Replace “affordable” with the price and the date you checked it.
- Replace “many users report” with a link, or cut the sentence.
- Name the version, the model, or the plan you are describing.
Pass 3 — Restructure
Models write flat lists of equal-weight paragraphs. Readers scan. Turn comparisons into a table, turn sequences into numbered steps, and give each section a heading that answers a question instead of naming a topic.
Vary sentence length on purpose. Two long sentences in a row, then a short one. Read the paragraph out loud; where you run out of breath, add a period.
| Draft pattern | What to do instead |
|---|---|
| Five paragraphs comparing four options | One table with the criteria as columns |
| “First, … Additionally, … Finally, …” | Numbered steps with the expected result of each |
| Heading: “Pricing” | Heading: “What you actually pay per month” |
| A closing paragraph that summarizes | A closing paragraph that tells the reader what to do next |
Pass 4 — Voice and stance
Pick a side. If two of the five options are not worth anyone’s time, say so and say why. An article that recommends everything recommends nothing, and readers feel it immediately.
Then say who should not buy, or not use, or not bother. That single paragraph does more for trust than any amount of enthusiasm, and it is the paragraph an AI draft never writes on its own.
Keep your own vocabulary. If you would say “it jams”, do not let the draft say “it may experience feeding inconsistencies”.
Pass 5 — Fact-check, then disclose what you did not verify
Open every number and check it at the source: the vendor’s own page, the documentation, the spec sheet. Models invent prices, version numbers, dates and study results with complete confidence, and they invent them in a plausible format.
Anything you could not verify comes out. Anything you did not test yourself does not get described as tested. If the piece is built on documentation rather than your own use, write that at the end, in one line. Under the Federal Trade Commission’s 2024 rule on fake reviews and testimonials, an invented hands-on claim is not a style problem, it is a fineable one.
That single line of provenance also happens to be what separates a useful article from the pile of near-identical posts on the same keyword.
A 15-minute version, when you have no time
Short on time, do these five and stop. It is not the full routine, but it catches the four failures that make a draft look machine-made: no start, no evidence, no stance, no provenance.
- Delete paragraph one.
- Add one number with a source to each section.
- Add one sentence saying who should skip this.
- Check every price, date and version.
- Read the first and last paragraph out loud.
Who this is for — and who should skip it
Worth it if:
- You publish regularly and the blank page is your bottleneck.
- You know the subject and need speed, not ideas.
- You can check sources yourself — that is where the value gets added.
Skip it if:
- You do not know the topic well enough to catch an invented fact. Editing will not save you.
- You need the piece to carry personal experience you do not have.
- Your bottleneck is deciding what to write about, which is research, not drafting. See our writing workflow for one-person teams.
FAQ
Does editing make AI text undetectable?
That is the wrong target. Detectors are unreliable in both directions, and Google has said its focus is content quality, not how the text was produced — see what Google’s policy actually says. Edit for accuracy and usefulness, not to beat a classifier.
How long should editing take?
Budget roughly a third of the time you would have spent writing from scratch: about 30 to 45 minutes for 1,200 words, most of it in the specify and fact-check passes.
Should I tell readers I used AI?
There is no general legal requirement to label AI assistance in the United States, but there is a requirement not to fake experience or testimonials. Stating the basis of the article — documentation, public pricing, or your own use — covers you and reads as confidence, not apology.
Do I still need an outline if the model writes one?
Yes, and write it before the draft. The outline is where you decide the criteria and the stance; if you let the model decide those, you will be editing someone else’s argument.
Next step
If you want the routine as a repeatable process rather than a one-off cleanup, start with the five-step workflow for one-person teams and keep this page open as the editing checklist.
Based on the editing routine we use for the articles and product pages on this site.
