Using any Fitbit with an accelerometer (and even moreso the Surge with a GPS), it would be extremely helpful if the dashboard could make an intelligent guess at the type of activity someone is doing based on motion detected.
For example, you might be able to tell the difference between walking, running on a treadmill, running outdoors, cycling, and using an elliptical based on the combination of velocity and motions captured. Even if you can't guess with complete accuracy, you could learn over time how to associate velocity + motion with specific exercises when people specify on the dashboard or mobile app what the exercise was. Since most people will have a small number of exercises that are their personal most common, you could learn over time to make pretty accurate guesses for each user. This would make using my Fitbit much more convenient that having to go into the app every day and correct the exercise types for that day.
I note that some of Fitbit's competitors are already moving in this direction.
Moderator edit: labels.
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