privacyaibrowserethics

Opt-out tracking for AI training

Build a browser extension that persistently enforces user preferences against AI data collection across websites and APIs.

Why now

Growing backlash against opt-out dark patterns in AI training creates demand for enforcement tools

Who for
Privacy-focused internet users
Business model
Premium version upgrades
Effort
A few weeks

Users want control over whether their data trains AI models, but platforms routinely ignore opt-out settings. A technical solution could enforce these preferences consistently.

Develop an extension that intercepts and modifies API calls to major AI providers, stripping training consent headers regardless of UI toggles.

Monetize through paid pro features like advanced pattern detection or enterprise policies.

MVP: Basic header modification for OpenAI endpoints with manual rule configuration.

Risk: Bypassing platform terms of service could lead to blocking.

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Opt-out tracking for AI training — Ideas