How to easily distinguish salts physically? Edit
Draw a matrix of cations vs anions, mark the possible combinations, and calculate the probabilities.

The chances are 4/12 for a sulphate, 3/12 for a carbonate, etc.

I wouldn't start testing for sulphides ;-)