XFM Humanizer
Humanize Text
Meaning preserved, rhythm rewritten

Make AI writing
sound human.

Paste a machine-drafted passage and get back prose a person would actually write. Same points, same structure, none of the flat rhythm that gives a draft away.

Try a sample
Before — AI draft 0 words
After — Humanized 0 words
Your humanized version appears here.
1,500 words per request
AI signal estimate 0%
Waiting for text
Phrase repetition 0%
Repeated openers and repeated phrases
Sentence variation 0%
Mix of short and long sentences
Vocabulary range 0%
Variety of word choice
Plain wording 0%
Fewer stock phrases and inflated words
Words 0 Sentences 0 Avg length 0 Over 25 words 0%
Meaning and structure kept Runs on your own provider key No account required
01 — The difference, side by side

Robotic in. Human out.

The left column is the kind of passage a model produces when it has nothing specific to say. The right column says the same thing in a voice someone would actually keep reading.

Before — AI draft 94% signal

Furthermore, it is important to note that effective time management is a crucial skill that can significantly enhance one's overall productivity. By utilizing a variety of strategies, individuals are able to optimize their daily routines.

After — XFM Humanizer 11% signal

Managing your time well changes the whole week. Pick two or three habits that fit the days you actually have, stick with them for a month, and you stop scrambling. You just get more done.

02 — Why writers use it

Use AI to draft. Sound like yourself when you publish.

  • Your argument survives intact

    The rewrite changes delivery, not substance. Facts, figures, claims, and the order you made them in all stay put.

  • Your formatting comes back

    Headings, lists, links, and Markdown structure pass through untouched. Nothing needs re-assembling afterwards.

  • You can see what changed

    Signal readings before and after show exactly which habits the rewrite removed, so your next draft starts cleaner.

  • Your key stays yours

    The tool calls your provider from the server. The key lives in a config file the browser never sees and your drafts are not retained.

03 — What it actually measures

Four countable signals, no black box.

The readings on this page come from counting things in your text. They are described here exactly as they are computed, so you can judge them yourself.

  1. 01

    Phrase repetition

    How often sentence openers, transition words, and content phrases repeat. Machine drafts reuse the same connective at predictable intervals.

  2. 02

    Sentence variation

    The spread of sentence lengths across the passage. Human prose swings between short and long; generated prose clusters around one comfortable middle length.

  3. 03

    Vocabulary range

    Vocabulary variety, normalised for passage length. A narrow working set of words is one of the clearest fingerprints of a machine draft.

  4. 04

    Plain wording

    Density of stock phrases and inflated vocabulary ("leverage", "seamless", "a testament to", "it is important to note") per thousand words.

The estimate is not a detector verdict It is a transparent summary of features that can be counted in a passage. No tool can promise a particular outcome against a third-party detector, and this one does not claim to. What it does claim is that the rewrite produces prose with more variation, less repetition, and fewer stock phrases — qualities that are worth having on their own terms.
04 — Where it fits

One tool, every kind of drafting.

01
Essays

Your reasoning, delivered in your own register.

02
SEO articles

Copy that keeps its keywords and earns the scroll.

03
LinkedIn posts

Professional without reading like a template.

04
Email

Shorter, warmer, more likely to get a reply.

05
Blog intros

Openings that read like a person chose to write them.

05 — Questions, answered

Before you paste.

What does the humanizer actually change?
Surface style only: sentence rhythm, stock connectives, inflated vocabulary, hedging, and repeated sentence openers. Every fact, claim, figure, and argument in your draft survives, along with your headings, lists, and links.
Is the AI signal estimate a detector result?
No, and it is not presented as one. It is a summary of four countable features of the text — repetition, sentence-length variation, vocabulary range, and stock-phrase density. It tells you which writing signals are worth fixing. Authorship cannot be established from a writing style, and no score on this page claims otherwise.
Will it work on my draft if I used Claude or Gemini?
Yes. The tells this tool targets — flat sentence rhythm, hedge stacking, over-explaining, inflated vocabulary — are shared across ChatGPT, Claude, Gemini, and open-weight models. The rewrite is text analysis, so the source model makes no difference.
Does it keep my formatting and structure?
Yes. Headings, paragraph order, bullet and numbered lists, links, and Markdown structure all pass through. Plain prose keeps its original paragraph breaks.
How do I connect a provider?
Open api/config.php and set your key, base URL, and model. Any OpenAI-compatible Chat Completions endpoint works, including OpenAI, DeepSeek, OpenRouter, Groq, Together, or a local model server. The key stays server-side and is never sent to the browser.

Sound human in seconds.

Paste a draft, pick a tone, and read the result side by side with the original. No account, no card, up to 1,500 words per request.

Humanize My Text See what is included