AI Verdict
Confidence: MediumAI privacy is a growing concern with real market need, but current execution is weak. Opportunity exists to build a better product with proper positioning and pricing.
Financials
Buildability
Caviard.ai
Caviard est une extension Chrome qui masque automatiquement les informations personnelles (PII) avant que vous n'envoyiez des requêtes à ChatGPT, DeepSeek et d'autres services d'IA. Tout s'exécute localement dans le navigateur.
Caviard.ai: Chrome extension redacting PII from AI prompts. $12 MRR, early-stage product with privacy focus.
None currently - simple Chrome extension with local processing. Potential moat could be proprietary detection algorithms or enterprise integrations.
- Privacy-conscious professionals using ChatGPT/DeepSeek for work (lawyers, consultants, researchers) who handle sensitive client data
- Enterprise teams needing PII protection for AI tools
- No enterprise features
- Limited browser support
- No compliance reporting
- No team management
- Add compliance certifications
- Create enterprise API version
- Integrate with more AI tools (Claude, Gemini)
- Add screenshot redaction
Medium - Privacy concerns around AI are growing, but extension requires manual installation and trust
- Browser extensions can be easily copied
- AI platforms may build native privacy features
- Regulatory uncertainty in AI space
- Low pricing may not sustain business
$15k-$25k for MVP (developer + design)
- Real-time PII detection in text inputs
- Configurable redaction rules
- Local processing (no data sent to servers)
- Support for major AI platforms
Skip: Enterprise SSO, Advanced ML detection models, Multi-browser support, Detailed analytics dashboard