Typically, a traditional potato salad will include a mayonnaise base, tomatoes, onions, mustard, bacon and herbs. Every cook has their own version. There is a worldwide debate on how potato salad should be served. In some parts of Germany, potato salad is served warm. In America it is either served cold or at room temperature.