Diagnose & Fix

Why Your Writing Sounds Like AI — and How to Fix It

The tells are concrete and fixable: stock vocabulary, uniform rhythm, empty hedging, over-signposted structure. Run the checklist, rewrite the flagged lines, add the specifics only you know. No detector-evasion tricks — just better prose.

Checklist + rewrites from 1✦ in Telegram.Ethical framing — no 'beat the detector' promises
Concrete checklistLine-level fixesNo detector tricks

The 60-second checklist

Five patterns that make text read as machine output

1) Stock inflation: delve, tapestry, testament, crucial, 'in today's rapidly evolving landscape'. 2) Uniform rhythm: every sentence 15-20 words, every paragraph three sentences. 3) Empty hedging: 'it is important to note', 'results may vary', claims with no numbers. 4) Over-signposting: moreover / furthermore / additionally chaining, conclusions that restate the intro. 5) Detail vacuum: 'various factors' and 'certain advantages' where a human would name one.

The tells cluster in intros, conclusions and transitions — body paragraphs with real facts in them usually survive the check.

See the difference

The same content, before and after removing the tells — note that every fix adds a specific, not just swaps words.

Stock vocabulary

Reads as AI

In today's rapidly evolving digital landscape, it is crucial to delve into the multifaceted tapestry of remote work, which serves as a testament to our adaptability.

Reads as you

Remote work stuck around because it solved two concrete problems for my team: a 90-minute commute and a noisy open-plan office.

Uniform rhythm

Reads as AI

The method improves accuracy. It also reduces processing time. Additionally, it lowers infrastructure costs. Furthermore, it simplifies maintenance for teams.

Reads as you

The method is faster and more accurate. The surprise was the maintenance win: after we switched, the on-call rota went from weekly firefighting to almost nothing.

Empty hedging

Reads as AI

It is important to note that results may vary depending on various factors. Generally speaking, it could be argued that the approach has certain advantages in some contexts.

Reads as you

On our dataset the approach won clearly — 12% fewer errors. On short inputs (under 100 words) it lost to the baseline, so we route those separately.

02·Practical use cases

Who needs the 'sounds like AI' check

Students

An essay you genuinely wrote (or heavily edited from a draft) reads suspiciously smooth and formulaic.

Spot the concrete patterns — uniform sentence length, hedging fillers, stock vocabulary — and fix them line by line.

Job applicants

Cover letters polished with AI all sound the same to recruiters who read hundreds.

Replace generic connective tissue with specific facts from your own experience — the one thing AI can't add.

Content writers

Clients now paste drafts into detectors and bounce anything that 'feels generated'.

A pre-delivery pass that removes the tells while keeping your meaning and structure intact.

Non-native English writers

Careful, textbook-correct English often trips the same pattern-matching as AI text.

Learn which 'correct but stiff' constructions read as machine output and how to loosen them honestly.

03·How it works

Diagnose, then rewrite

01Run the checklist

Scan your draft against the patterns on this page: stock vocabulary, uniform rhythm, empty hedging, over-signposted structure and detail-free generality.

02Mark the offending lines

The tells cluster — usually in intros, conclusions and transitions. Most body paragraphs with real facts in them are fine.

03Rewrite with @vustRephraseBot

Paste a flagged passage and pick a style — Standard, Formal, Simple, Creative or Academic. Short rewrites cost 1✦, longer structural ones 2✦.

04Add what only you know

Specific numbers, named tools, dates, first-person observations. Specificity is the strongest 'human' signal there is — no rewriter can fake it for you.

04·Same tool · in Telegram

Telegram

Fix flagged passages in Telegram

@vustRephraseBot · Open @vustRephraseBot, paste the sentence or paragraph, choose one of five styles, get a rewrite in seconds — from 1✦ per pass.

05·Quality & trust

The ethical line

This is not detector evasion

The goal is prose that IS more human — specific, varied, honest — not prose that merely scores differently. We don't promise any detector outcome, and academic-integrity rules at your institution still apply to how you use AI at all.

Detectors misfire; patterns don't lie

AI detectors produce false positives, especially on non-native and heavily edited text. The patterns on this page are useful precisely because they're about readable, credible writing — worth fixing whether or not a detector is involved.

Two tools, two jobs

@vustRephraseBot restyles a passage you point at. The Humanizer bot does a deeper naturalness pass over a whole draft. Start with rephrase for surgical edits; use the Humanizer when the entire text needs loosening.

Frequently asked questions

Ready when you are

Make it sound like you wrote it — because you did.

Use the checklist to find the tells, rewrite the flagged lines, and add the specifics only you know.