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6/10

ShieldedRecords

A plug-in proxy and consent firewall for popular health apps that strips tracking SDKs, blocks known data sinks, and routes analytics through a user-controlled proxy before letting anything leave the device.

Target user

privacy-conscious patients and reproductive-health users who want to keep using familiar apps but stop them from talking to ad networks

Features
  • Local VPN profile that blocks known ad and analytics domains while letting the app function normally
  • Per-app allowlist with one-tap exceptions for analytics the user explicitly trusts
  • Daily 'data blocked' digest so users see exactly what their apps tried to send and where
  • Guided migration suggestions to privacy-respecting alternatives for the worst offenders
Why now

The BBC/Mozilla report shows app-side fixes are slow; users need a network-side tool today that doesn't require waiting for vendors to clean up

Signals · overall 6/10
Demand
7/10

Multiple recent mainstream reports (BBC, Mozilla via TechCrunch, Duke, CTV) flag period/health apps leaking data to ad networks; Flo Health settled federal charges, keeping the issue top of mind post-Roe.Period tracker Stardust shares users' health data with analytics firm, says Mozilla researchData Privacy in the Post-Roe Era

Whitespace
6/10

General on-device app firewalls exist (Lockdown, AdGuard) but none are positioned specifically as a 'consent firewall for health apps' with curated health-app blocklists — Lockdown blocks all trackers generically with 300K users, leaving the health/reproductive vertical unsaturated.Lockdown Privacy: AdBlock VPN on the App Store

Monetization
5/10

Lockdown proves a freemium + subscription model can reach 300K users and 9.7K ratings, though aggressive paywalling in v2.0 sparked negative reviews — willingness to pay exists but is sensitive and the narrower health-app focus likely caps the TAM.Lockdown Privacy: AdBlock VPN on the App Store

Longevity
8/10

Post-Roe legal exposure, growing state-level health data laws (e.g., MHMDA cited in Amazon suit), and chronic bad press on mHealth privacy provide a multi-year regulatory and cultural tailwind that vendors cannot fix quickly on the app side.The privacy problems hidden in your period trackerAmazon faces MHMDA lawsuit over app privacy gaps

Feasibility
6/10

On-device firewall model is proven (Lockdown is open source and Apple-Local-Network/Android-VPN-Service based), but health-app-specific blocklists and certificate-pinning bypasses add ongoing maintenance load noted by researchers.Mobile app privacy analysis is still difficult as encrypted traffic, certificate pinning, and tracking SDKs limit visibility

The privacy problems hidden in your period tracker · 59 points · 34 commentsHacker News · 2026-07-17 (8d ago)