I've gotten a number of cards, including store cards, and I don't think I got extra dings for them being store cards.
Special sale prices, including extra discounts when you use that card, are part of the reason I use them. I currently have a 0% for a year offer on some jewelry I was going to purchase anyway.
Just don't carry a balance at their typical rates.