You want to be +/- a certain number of standard deviations away from the mean... See here:

http://www.ascd.org/ASCD/images/publ...01a_fig1.1.gif

If you are +/- 2 standard deviations away, you will be accounting for 95% of the shops. So here you are assuming the desired mean will fall inside the 95% interval.