This is a great idea for an app -- I've occasionally found myself in this exact situation -- and an impressive turnaround from idea to functional. Congrats!
That said, the fact that you label it a "startup" instead of an "app" is a pet peeve of mine. You created an app on the bus, not a startup business (though perhaps one will develop around the app).