WalkProof

WalkProof is a mobile AI app that verifies outdoor walking sessions with lightweight “proof” signals so step challenges and wellness incentives aren’t ruined by spoofing and treadmill inflation. It combines GPS route sanity checks, motion sensor patterns, and optional short check-ins (e.g., a 3-second ambient audio fingerprint or quick photo of surroundings) to confirm a walk is real without feeling like surveillance. Users can join private groups (workplace teams, friend circles, insurers’ programs), set weekly goals, and earn points only for verified activity. Admins get simple dashboards: participation, verified minutes, and fraud flags—not invasive location histories. Brutal truth: consumers won’t pay much for a walking tracker; the money is in B2B wellness programs that need integrity. The MVP should focus on accurate verification and frictionless group challenges, not fancy coaching.