How to Detect AI Writing: 7 Patterns That Reveal Machine-Generated Text
The Problem No One Talks About
You’re a professor grading 30 essays a night. One essay keeps nagging at you — the sentences are a little too perfect, the transitions a little too smooth. You can’t prove it, but something feels off.
You’re a content marketer who used AI to draft a batch of blog posts. Now you’re wondering: will Google penalize this?
You’re a graduate student who asked ChatGPT to help polish your introduction. The problem? Your advisor can kind of tell. And they asked you directly.
These aren’t edge cases. They’re the new normal — and they’re exactly why tools to detect AI writing have become necessary for teachers, editors, and anyone who publishes text online.
What Makes AI Writing Sound… AI
Before you can detect it, you need to understand what gives AI text away. After analyzing thousands of human versus AI text pairs, three dimensions consistently separate the two:
1. Sentence Uniformity
Human writing is noisy. We vary sentence length deliberately — short and punchy for emphasis, long flowing ones for rhythm. AI text tends toward uniform sentence length. Every paragraph has sentences that are suspiciously similar in word count.
Try it: Paste any paragraph into a word counter. Count words per sentence. If every sentence lands between 15-22 words, that’s a red flag. Real human writing in the same passage will show more variation — some sentences at 8 words, others at 30.
2. Transition Word Density
AI loves transition words the way a fish loves water. Firstly, moreover, in conclusion, subsequently, it is worth noting that — these appear in clusters that human writers rarely produce naturally.
A well-written human essay might have 2-3 transition phrases in a 500-word section. AI text of the same length? Often 8-12, and used every time a transition is needed, without the natural inconsistency of human prose.
3. Lexical Diversity Collapse
Humans hedge. We say kind of, sort of, a bit, somewhat, to some extent. We use informal markers that signal thinking in progress. AI text tends to commit fully — every claim is certain, every conclusion is definitive. The hedging words that make human writing feel like thinking out loud are conspicuously absent in machine-generated text.
These three patterns — uniform sentence length, transition word clusters, and over-certainty — are what detection tools like UnAI.se are built to find.
Introducing UnAI.se — Free, Local, No Signup
Most AI detection tools require you to upload text to a server, create an account, or pay a subscription. We built UnAI.se on a different principle: your text stays on your device. Nothing is sent to a remote server. The analysis runs entirely in your browser.

Here’s what UnAI.se does:
- ✅ Instant AI腔 Detection — paste any text and get a 0-100% score in seconds
- ✅ Sentence-Level Highlighting — red underlines on the most AI-sounding sentences so you know exactly what to fix
- ✅ One-Click Rewrite — suggestions to humanize specific sentences without rewriting the whole paragraph
- ✅ Rewrite Intensity Control — light (word swap), medium (structure), heavy (full rewrite)
- ✅ AI Persona Profile — understand what kind of AI腔 pattern is dominant in your text
- ✅ Bilingual — English and 中文 fully supported
It’s completely free, runs in your browser, and requires no signup. Open unai.se and start detecting right now.
The Science Behind the Detection
UnAI.se uses two complementary metrics that come from the same language model research that powers AI writing tools:
Burstiness (30% weight) — measures sentence length variance. High burstiness means varied, human-like rhythm — short sentences alternating with long ones. Low burstiness means suspiciously uniform sentence length across an entire passage.
Perplexity (70% weight) — measures how “surprising” each word is given its context. AI text has low perplexity because it always chooses the statistically most likely next word. Human text has more entropy — more surprises, more unexpected word choices. The more surprising the text, the more likely it is human-written.
The combined score (0-100%) gives you a reliable AI腔 reading. Below 20% = human-sounding. Above 50% = likely AI-generated. The sweet spot for polished human writing is typically 15-35%.
How to Use It (Step by Step)
Here’s how to check any piece of text with UnAI.se:
- Go to unai.se
- Paste your text (or the text you suspect is AI-generated)
- Click Detect AI Patterns
- Review the score and the highlighted sentences
- Click any highlighted sentence for rewrite suggestions
- Apply the suggestions that fit your voice
The whole process takes under a minute for most texts.
Common Use Cases
Academic submission — check before submitting essays or thesis chapters. Many universities now use AI detection as a first-pass screening tool before manual review.
Job applications — ensure cover letters feel personal. Recruiters can tell within two sentences when writing sounds templated. A quick UnAI.se check before submitting can mean the difference between an interview and a form rejection.
Content publishing — if you’re a content marketer using AI-assisted drafting, use UnAI.se before publishing to make sure the final piece reads naturally. Search engines are getting better at detecting low-quality AI content.
Editing and ghostwriting — if you hire writers or work with freelancers, a quick AI check on delivered copy protects against inflated word counts and AI-generated “filler.”
Can You Really Fool AI Detection?
The honest answer is: it’s getting harder to fully fool detection tools, and easier to make text sound more human without doing either.
Early AI text was easy to catch — perfect grammar, no typos, maximum transition word density. Modern AI models produce more varied output, and detection tools have improved to match. But the arms race cuts both ways: detection gets better, AI writing gets more sophisticated.
The more reliable strategy isn’t to fool detection — it’s to write well enough that the question doesn’t arise. Human-sounding writing has variation, nuance, and voice. Detection tools measure the absence of those qualities. Invest in your actual writing, and detection becomes irrelevant.
That said, if you need to humanize AI-assisted drafts, UnAI.se‘s one-click rewrite with intensity controls is the fastest path. You don’t need to rewrite everything — just the flagged sentences.
Verdict: Should You Be Worried About AI in Your Text?
If you’re using AI assistance thoughtfully — outlining, brainstorming, getting past blank-page paralysis — there’s nothing to worry about. Nobody expects perfectly clean drafts. The imperfection is part of the process.
If you’re submitting AI-generated text as entirely human work in a context where that matters (academic, professional, legal), the detection risk is real and growing. Tools like UnAI.se are now accessible enough that anyone can check. If it’s detectable to a free browser tool, it’s detectable to the review process you’re worried about.
The best protection is transparency: use AI for what it’s good at, then make the final piece genuinely yours. Your voice, your sentences, your thinking — that’s what detection tools can’t flag, and what makes writing worth reading.
Go to unai.se and check your text now. It’s free, local, and takes 30 seconds.