Mobile app store labels lie — on-device APK checks + risk scores

Mobile app store labels lie — on-device APK checks + risk scores targets a $10.0B = 2.0B Android users x $5/year subscription (aggregate willingness to pay for app-safety & monitoring across mass consumer base) total addressable market with medium saturation and a year-over-year growth rate of Mobile security & privacy tooling growing ~10-15% YoY driven by mobile threats and regulatory attention.

Key trends driving demand: App-label skepticism -- Users and regulators no longer trust self-declared app data-safety labels, increasing demand for third-party verification.; Privacy-first tooling -- Growing preference for tools that process data locally and avoid cloud uploads, enabling on-device analysis as a differentiator.; Open threat intelligence -- Public repositories (MalwareBazaar, VirusTotal) and community threat feeds make hash-based threat linking viable.; Rise of sideloading & alternative stores -- Increased sideloading in some regions raises demand for consumer-side app vetting and continuous monitoring..