Gather and prepare all ingredients.
Wash and dry celery stalks thoroughly, then cut into 3-inch pieces.
Mix cream cheese, chopped olives, garlic, salt, and pepper until smooth.
Spread the cheese mixture into each celery groove generously.
Arrange on a serving platter and refrigerate until ready to serve.
