Less than half of Americans meet the recommended sleep goal of seven or more snoozing hours. Not good—sleep deprivation is associated with decreased alertness, cognitive impairment, stress, maintenance of body fat, and a litany of more severe health problems.

To capitalize on America's desire for more shut-eye, many health trackers have...