I know that generally you are not supposed to bring a dog into a place where they sell groceries but if you put her in a carrier where they cant see her, Im sure you'll be fine. I hope she doesnt make any noises, that could be awkward
You'll have to explain why your purse is barking,lol. Just say its your ringtone
