LineProof

LineProof is a mobile app (with a lightweight web dashboard for venues) that shows real, near-real-time wait times, cover charges, and vibe signals for clubs and bars. Users submit quick check-ins (photo optional) that are verified by on-device timestamp/location plus cross-validation from other users and venue staff. The app rewards accurate reports with perks (guest list priority, drink deals, or points) and downranks unreliable contributors. Venues can post official updates (door policy, capacity, cover, specials) and optionally integrate with their POS/guest list to confirm throughput, but the app still works without integrations. This is a combination traditional + AI app: AI helps detect fake reports, estimate queue length from anonymized crowd photos, and predict peak times. The goal is simple: reduce wasted nights spent Ubering to a dead spot or waiting 90 minutes unexpectedly.