Unless they offer to just use my phone number I don't use them. I don't like keeping track of cards/punch cards/or special sets of numbers.
If the store offers good pricing for normal purchases, I will shop there to get the rewards. If their prices are high, I bypass them as usually the rewards don't make up for spending more to begin with.