AI Prompt Anonymizer & Restorer
Two-way privacy protection for ChatGPT and Claude: replace confidential client names, company identifiers, [bracketed secret words], and financial figures with anonymous tokens, and restore real identities into AI responses with 1 click.
AI Prompt Anonymizer & Restorer
Two-Way Privacy Protection: Auto-mask confidential names, companies, and [brackets] before AI, restore with 1 click.
[ ] (e.g., [Sarah Jenkins] or [TechNova GmbH, Berlin]). The tool will automatically anonymize it and restore it after AI responds!📖How to Use This Tool (Step-by-Step Guide):
Paste your prompt. Wrap any confidential client names or company identifiers in [ ] brackets (e.g. [TechNova GmbH]). The tool instantly tokenizes them.
Click "Copy Safe Prompt" and paste it into ChatGPT. The AI only sees placeholder tokens like [CUSTOM_1], keeping your confidential data 100% secure.
Copy the AI's answer, switch to the "2. Restore AI Response" tab, paste it, and click "Restore Real Names". All original identities are instantly restored!
Mask Client PII Before Pasting into ChatGPT
Two-way client-side token anonymization and 1-click restore.
⚙️ How This Tool Works Locally
When you use this tool on PrivacyKit, every byte is processed directly in your device RAM.
- 1. No Network Traffic: No HTTP POST or PUT requests are made to any server. Your internet can even be disconnected.
- 2. Modern Native APIs: Computation uses native HTML5 Canvas, Web Cryptography (SubtleCrypto), and client-side binary parsers.
- 3. Zero Footprint: Closing this browser tab immediately frees the memory buffer. No persistent cookies or caches remain.
💡 Frequently Asked Questions
How does manual bracket [ ] masking work?
Simply write any word or phrase inside square brackets like [John Doe] or [Secret Design Studio]. The tool automatically converts it into a safe token like [CUSTOM_1] before sending to AI, and restores the original word when you paste the AI reply back.
How does the Two-Way AI Prompt Anonymizer work?
The tool substitutes confidential names with structured placeholders like [PERSON_1] and [COMPANY_1] while preserving grammatical sentence context. Once ChatGPT generates the response, pasting it back restores the original names instantly.
Can AI providers see my actual client details?
No. The AI model only ever sees the placeholder tokens, preventing client data from being logged or used for future model retraining.
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