Kansas City Rib Sauce

1 cup ketchup

1/4 cup water

1/4 cup cider vinegar

1/4 cup brown sugar

3 tablespoons olive oil

2 tablespoons paprika

1 tablespoon chili powder

2 cloves garlic, minced

1 teaspoon cayenne