Signs of AI writing — and why plain, careful English trips the same flags
By ESL Humanizer editorial teamUpdated 8 min read
Short answer
Most “signs of AI writing” lists describe the same nine patterns: sentences that are all a similar length, heavy use of formal transitions like moreover and furthermore, hedging phrases such as it is important to note that, no contractions or informal touches, and generic claims without specific detail. Those are real signals AI detectors weigh — but they are also exactly what disciplined, simple writing looks like, especially from someone choosing words they are sure of in a second language. Checking your own text against the list lets you vary it deliberately, without changing what you are saying.
Search “signs of AI writing” and most lists converge on the same nine patterns. They're real — detectors and human readers both key on them. The problem is that careful, simple English shares every one of them, especially when it's written by someone choosing words they're sure of in a second language. This guide lists the nine signs plainly, so you can check your own writing and vary it deliberately — not because the pattern is wrong, but because sounding like yourself matters more than sounding “safe.”
1. Sentences that are all the same length
AI-generated text tends to keep every sentence in a similar range — medium length, similar rhythm, sentence after sentence. Detectors call this low “burstiness”: human writing usually mixes short, punchy sentences with longer, more complex ones (GPTZero). But careful second-language writers often do the same thing on purpose — short, complete sentences are safer than a long one that might go wrong.
BeforeThe program was difficult. The program was also rewarding. I learned many things from the program.
AfterThe program was difficult but rewarding, and I learned more from it than I expected.
2. Heavy formal transitions
Moreover, furthermore, additionally, in conclusion — these are correct, and textbooks teach them as the “proper” way to connect ideas. Used in almost every sentence, they read as generated rather than written. Plain connectors (but, so, also) usually carry the same logic with less weight.
BeforeFurthermore, the results were positive. Moreover, the cost was low. In conclusion, we recommend the approach.
AfterThe results were positive and the cost was low, so we recommend the approach.
3. Hedging and meta phrases
It is important to note that, it should be noted that, it is worth mentioning — phrases that talk about the writing instead of just writing. They're common in academic English taught as a second language, and just as common in AI output that's been told to sound academic.
BeforeIt is important to note that the results varied significantly between groups.
AfterThe results varied significantly between groups.
4. Suspiciously balanced structure
Exactly three points. On the one hand… on the other hand. A neat conclusion that restates the introduction. Real thinking is usually lopsided — one point matters more than the others, or there's no clean counterargument. Perfect balance is a sign something was generated to a template, whether by a model or by a five-paragraph-essay formula taught in school.
5. No contractions, no informality
Do not instead of don't, throughout. Formal register can be correct for the context — but zero contractions, zero informal touches, in every sentence of a personal essay or email reads as stiff. Non-native writers are often taught that contractions are “less correct,” which produces the same flat formality.
6. Generic claims without specific detail
Technology has changed how we communicate is true of almost anything and proves nothing. Specific, checkable detail — a name, a number, a date, something that could only be about this one situation — is the strongest signal of a real person writing about a real experience.
BeforeI have always been passionate about helping others and making a difference in my community.
AfterI spent two summers tutoring at the Samarkand youth center, mostly kids who'd fallen behind after the pandemic.
7. Repeated sentence openers
Starting several sentences in a row with the same word or phrase — Also, … Additionally, … Furthermore, … — is mechanical whether a model does it or a writer relies on a short list of safe openers because they're confident they're grammatical.
8. Vocabulary that's a notch too formal
Utilize instead of use. Commence instead of start. Endeavor instead of try. Dictionaries and translation tools often surface the more formal synonym first, so this pattern shows up constantly in second-language writing — and in AI text trained partly on formal, edited prose.
BeforeWe endeavor to utilize all available resources to facilitate the process.
AfterWe try to use all available resources to make the process easier.
9. Em dash overuse
The em dash — used to add a clarifying or contrasting thought, like this — has become one of the most-cited “tells” of AI writing since 2023, simply because models use it often. One or two per page is normal style. One per sentence reads as generated, whoever wrote it.
A 2-minute self-check
- Read it aloud. Uneven rhythm is easy to hear and hard to see.
- Search for moreover, furthermore, additionally — cut most of them.
- Search for it is important to note, it should be noted — cut them.
- Check whether every paragraph has exactly the same shape. Break one.
- Find one sentence you could make more specific — add a real detail.
- Count your em dashes. More than one or two per page is worth a second look.
Want these patterns varied automatically?
ESL Humanizer reads your paragraph, breaks up the flat rhythm, cuts the stock phrases, and keeps every idea exactly as you wrote it — with every change highlighted.
Quick answers
Is a “signs of AI writing” checklist reliable?
It's a useful self-check, not proof of anything. The same patterns — even sentences, formal transitions, no contractions — show up in careful human writing, especially from non-native speakers. Detectors use these as signals alongside others, not as a verdict.
Will fixing these signs guarantee I won't be flagged?
No tool or checklist can guarantee that. Detectors disagree with each other and change over time. Varying sentence length and cutting stock phrases makes writing read more like you, which is worth doing regardless of any detector.
Does low “perplexity” or “burstiness” mean I used AI?
No. Those terms describe how predictable your word choices are and how much sentence length varies — see our GPTZero guide for the full explanation. Careful, simple writing scores the same way AI text does on both measures.
What's the fastest way to check my own writing?
Read it aloud. Stock phrases and uniform rhythm are much easier to hear than to see. Or paste a paragraph into ESL Humanizer — it varies the patterns below without changing your meaning.
Sources
- GPTZero (2023). What is perplexity & burstiness for AI detection?
- Liang, Yuksekgonul, Mao, Wu & Zou — Patterns (Cell Press) (2023). GPT detectors are biased against non-native English writers