Detect · guide

QuillBot and paraphrasing tools, honestly

By Alberto Gulotta · Updated · 8 min read

quillbot is the second most searched name on this islandsitend only the detectors themselves. It is worth being precise about what it is, because it sits exactly on the line this whole section is about.

Table of when using a paraphrasing tool is editing and when it stops being editing
The same tool, on both sides of the line. Figure drawn by AI Tools Primer.

The company describes it plainly: its paraphrasing tool “uses AI to find new ways to phrase sentences without changing their meaning or context. Think of it like a full-sentence thesaurus.” That is an accurate description, and a thesaurus is a legitimate thing for a writer to own.

The tool is not the question. What you do with it is, and the honest version of that answer is not the one either side of this argument gives.

The words people search around it show how mixed the intentions are. Paraphrasing tool and paraphrase are neutral: somebody wants a sentence to read better. A rewrite tool or a sentence rewriter is usually the same thing in blunter words. A summarizer is a different job altogether. And an ai humanizer is not ambiguous at all — it is sold to make machine writing pass as human, which is a fourth thing again. This guide is about the first three, and says so plainly.

What makes QuillBot worth examining rather than dismissing is that it is used overwhelmingly by people doing nothing wrong. Students rephrasing their own clumsy paragraph. Researchers writing in a second, third or fourth language. Professionals who know exactly what they mean and cannot make the sentence sit right. A tool with four million monthly searches is not four million cheats; treating it that way is both wrong and useless to the people asking.

Does rewriting actually defeat a detector?

Researchers tested exactly that, and published the answer

Sadasivan, Kumar, Balasubramanian, Wang and Feizi — “Can AI-Generated Text be Reliably Detected?”, 2023 Passages of roughly 300 tokens, run against watermarking schemes, neural-network detectors, zero-shot classifiers and retrieval-based detectors.
“our recursive paraphrasing method can significantly reduce detection rates, it only slightly degrades text quality in many cases, highlighting potential vulnerabilities in current detection systems in the presence of an attacker.”

So the plain answer to the plain question is yes: rewriting reduces detection, and it does so without wrecking the writing. Anyone claiming otherwise is selling something.

Which means a clean score proves very little If detection can be reduced by rewriting, then “this text was not flagged” is weak evidence that a person wrote it. The score is more informative when it fires than when it stays silent.
And it can be turned the other way The same paper examines “spoofing attacks aimed at misclassifying human-written text as AI-generated”, and shows an attacker can do it “without white-box access to the detection method”. Somebody else’s writing can be made to look machine-made.

The paper ends somewhere more uncomfortable than any individual result: a theoretical framework “connecting the AUROC of the best possible detector to the Total Variation distance between human and AI text distributions”. Translated, that says the ceiling on detection is set by how different machine writing is from human writing — and that gap narrows every year. This is not a problem better software fixes.

Defeating a detector and being allowed to do it are two different questions, and the second one has a published answer too.

Where the tool sits, according to the people who mark the work

The prohibition is written in the tool’s own vocabulary

University of Birmingham, guidance on proofreading and AI tools Written for students, naming the acceptable and unacceptable uses.
Do not use them to: “Rewrite or improve your arguments, explanations, or ideas”; “Generate new content or suggestions that alter the meaning or structure of your work”; “Generate or rephrase sentences, expand ideas, or improve your arguments.”

Read that list beside the product description at the top of this page and there is no gap between them. The verbs the university forbids are the verbs the tool is named after. The rule is written as a rule about actions, not about apps, which is why it does not matter whether a policy mentions this tool by name.

The university’s standard is stated once and covers the rest: “relying on another individual or online software tools to rewrite, develop, or correct your ideas within assessments and assignments is not permitted”. Also on its list: “Shorten your work specifically to meet a word count”.

None of which tells you whether to use one. That is a question about your institution’s rules and about what you are trying to learn, and no research paper decides it for you. What the research does settle is the factual half: rewriting reduces detection, a quiet score is weaker evidence than a loud one, and the limits are structural rather than temporary. Anyone who tells you a detector is now reliable in both directions is describing a product, not a finding.

One last thing about where to read reviews in this category. One widely shared accuracy review of QuillBot’s detector is published by a competing detector company, and a review of that company is published elsewhere by another. Almost nobody assessing these tools is outside the market for them, which is why this guide quotes peer-reviewed work and the companies’ own documentation, and why it does not yet contain a verdict of its own.

Where to start

Five ways in.

“I want my own writing to read better.”
Start at using one well
“English is not my first language.”
Read using one well

Using one well

The legitimate craft. A paraphraser is at its best on your own sentences, when you already know what you meant and cannot find the shape.

Not covered here. It will not tell you that using a paraphrasing tool is cheating. It is a writing aid, millions of people use one honestly every day, and a page that says otherwise is not describing the world.

It will not help anybody disguise authorship either. The distinction this guide keeps returning to — your sentences versus somebody else’s — is the one institutions actually apply, and it does not become blurry because a tool was involved.

And it will not rank these tools yet. What a paraphraser is worth depends on the writing you bring to it, which means a real test needs real drafts over weeks, not a feature table.

A closing observation, and it is the reason this guide sits in this section rather than in the writing one. The same company that sells you a paraphraser also sells the detector that judges the result, and the humaniser that defeats the detector. None of that is hidden; it is printed in the product menu. But it should change how much weight anybody gives to a number produced anywhere inside that loop — including the reassuring one that says your own honest paragraph reads as human. What holds instead is simple: every description of the product here is quoted from the company that makes it.

When a detector has put a number on your work

A percentage appeared. What it means depends entirely on who is reading it and what they are allowed to do with it.

The same job, in the other places it comes up
Copyleaks: the detector inside your LMS
Are ai detectors accurate enough to accuse somebody?
GPTZero: what it claims, and what it means
Originality AI: what it claims, and what it sells
What is an acceptable AI detection score?
Turnitin: what the similarity score really is
Turnitin AI detection: what the score is
AI detector false positive: what to do next

Sources

  1. QuillBot’s own description of its paraphrasing tool — the full-sentence thesaurus wording and the modes — quillbot.com, read 21 August 2026.
  2. Sadasivan VS, Kumar A, Balasubramanian S, Wang W, Feizi S. Can AI-Generated Text be Reliably Detected? 2023 (arXiv:2303.11156) — arxiv.org, read 21 August 2026.
  3. University of Birmingham, Using Grammarly responsibly within your academic work — Academic Skills Centre (that relying on another individual or on online software tools to rewrite, develop or correct your ideas within assessments and assignments is not permitted; and the named unacceptable uses, including rewriting or improving your arguments, explanations or ideas, generating new content or suggestions that alter the meaning or structure of the work, generating or rephrasing sentences, and shortening work specifically to meet a word count) — intranet.birmingham.ac.uk, read 26 August 2026.

Written by Alberto Gulotta

Founder and editor of AI Tools Primer, writing from Palermo, Italy. Thirty-five years of taking computers apart, starting with a Commodore 64 — the long version is on the about page.

Something wrong on this page? Write to aitoolsprimer@gmail.com and it gets fixed.

Written on 21 August 2026 · last checked 7 September 2026.

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