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Case StudyDocument Intelligence

UnTXT

Be Original Again

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Origins

UnTXT grew out of the work behind CVaaS. AI-generated applications became so common that employers started rejecting mass submissions without reading them, and that is when the real problem showed itself: people had stopped trusting their own voice, or lost the confidence to use it. Same story in coursework, in professional writing, and in messages from people who never touched an AI tool and got flagged anyway.

Existing detection tools made the problem worse. A single percentage score or a binary verdict doesn't tell a writer what to fix or why it was flagged. It just creates anxiety. UnTXT was built to do the opposite: surface specific patterns, explain them, and give writers something they could actually act on.


The Solution

UnTXT analyses submitted text and highlights passages that match patterns associated with AI-generated writing. Rather than producing a score or a verdict, it returns colour-coded, passage-level annotations showing which specific sentences triggered which detection modules and why.

UnTXT is built as a tool for writers, not a tribunal. It surfaces patterns so authors can decide how to revise — it doesn't rule on authorship. Early testing backed that up: users kept asking for more detail, because they wanted to learn from the output, not just clear a check.


What people say

BSc Psychology, Loughborough University
The tutorial is super straightforward and clear, the website isn’t overwhelming… I know this will help a lot of neurodivergent students who struggle with unclear instructions and what is ‘expected’.
Erin P.
UnTXT user
I've tried several AI detection tools, and UnTXT — AI Detector & Writing Checker stands out because it provides detailed, sentence-level feedback instead of just a single AI score. The Chrome extension is lightweight, easy to use, and gives quick results. I appreciate how it helps improve writing rather than simply labeling it. Definitely a valuable productivity tool.
Chandan V.

Detection Approach

UnTXT uses 11 named detection modules. Each module identifies a different class of signal (structural, lexical, stylistic, or rhetorical) that is associated with AI-generated writing patterns. A passage may be flagged by one or more modules; each flag is labelled and colour-coded.

These are signal categories, not absolute indicators. A flag does not confirm AI generation; it highlights a pattern that warrants attention.

SPIKE

Identifies abrupt changes in language register or complexity

SYNTAX

Flags structural sentence patterns common in AI-generated text

FORMAL

Detects overly formal or clinical phrasing atypical for the author

HUMAN

Assesses absence of natural human writing markers

TEMPLATE

Identifies generic structural patterns and filler phrases

FRONTED

Detects fronted adverbials and clause structures characteristic of AI output

FORENSIC

Applies deeper lexical and stylistic forensic analysis

RHETORIC

Identifies rhetorical structures frequently used by language models

PUFF

Flags meaningless amplifying language and superlatives

FORMULA

Detects formulaic construction patterns across paragraphs

LEXICAL

Analyses vocabulary choice patterns associated with AI generation


Key Features

  • Passage-level colour-coded annotations; not a percentage score
  • 11 named detection modules covering structural, lexical, and rhetorical signals
  • Academic mode optimised for essay submissions
  • Freemium model: first 5,000 words analysed free, no card required
  • Role-based entry for students, teachers, and professionals

Target Users

Students

Review drafts before submission to identify AI-pattern passages and revise for authentic voice

Teachers

Assess submitted work and open conversation with students about writing authenticity

Professionals

Review written deliverables (reports, proposals, communications) for AI writing signals before publication


Pricing

LiveFree to start

The first 5,000 words are analysed free with no card required. Premium tiers are available for higher usage. Sign-in unlocks bonus word allocation.