PromptClean · in-browser · Chrome

The prompt leaves clean, and still works.

Names, emails, SSNs, API keys and credentials are caught and replaced with labelled tokens — in the browser, before the text reaches ChatGPT, Claude or Gemini.

Nothing is deleted. Every value becomes a label the model can still reason about, so the answer you get is the answer you wanted. And the check itself runs on your machine — a redaction tool that uploads your prompt to scan it has not solved the problem it claims to solve.

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INFLUENT → MEMBRANE → EFFLUENT SENSITIVE: 5
RAW VALUE LABELLED TOKEN

Illustration. Every particle survives the crossing in a different form — that is the difference between a label and a black bar.

Sample bottles · before and after

What a real prompt looks like on both sides.

The sentence keeps its shape, so the model keeps its answer.

Person
Sarah Chen
↓ crosses the membrane
[PERSON]
Email
sarah.chen@acme.com
↓ crosses the membrane
[EMAIL]
Credential
sk-live-xK29mZq…
↓ crosses the membrane
[API_KEY]

Illustrative sample. “Please review this contract for [PERSON] at [EMAIL]” still asks the model exactly what you meant.

Treatment stages

Three stages, and none of them phone home.

Silent until there is something to flag — a tool that interrupts every prompt gets uninstalled by Friday.

S-01

Detection runs in the browser

Named entities, regex patterns and a local model, evaluated on your machine. No network call, and no server-side copy of the text to scan.

ARCHITECTURE0 bytes sent
S-02

Replace, don't delete

Each value becomes a labelled token rather than a hole in the sentence, so the model still understands who did what to whom.

OUTPUTLabelled token
S-03

You approve before it sends

A badge appears on the input only when something is flagged. Replace everything, or keep the values you meant to include.

CONTROLPer entity
S-04

Any text box, any assistant

ChatGPT, Claude, Gemini, Copilot, Perplexity — it works on the input field, so it is not tied to one vendor's roadmap.

SCOPEActive tab
Pre-order · founding licences

Buy the licence once.

Founding licences are one payment, for good. Everyone after launch pays monthly.

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