It looked at things like time spent in a spa, hours in the gym, dieting, tanning and grooming.
San Francisco residents spend an average of $111 a month on personal care. 50 percent are not overweight and 20 percent belong to a gym.
As for other cities rounding out the top 3 - people in Boston spend about $106 a month, followed by New York.