Add mayonnaise, lemon juice, black pepper, minced garlic, parsley, and ketchup to a small bowl.
Use a small whisk to stir until smooth and fully combined.
Cover and refrigerate for at least 20 minutes to allow the flavors to meld.
Serve chilled as a dip, sauce, or spread.