"A chip like no snack aisle has seen (or taste bud has tasted)," says the website for Popchips, one of a burgeoning breed of salty-snack alternatives and pitched by Katy Perry and Bruno Mars.

Then you get to brands like Funyuns, Miss Vickie’s, and PopCorners and realize Frito-Lay truly has it all. With the snack ...