Other ingredients in hollandaise include butter, egg yolks, lemon juice, water, and optional seasonings. Melt the butter while you whisk together the egg yolks, lemon juice, and water in a separate bowl, then heat the egg yolk mixture over a double boiler, whisking constantly until it thickens, then slowly mix in the butter off the heat.