Pattern blocks can be helpful for autistic children by supporting visual thinking, fine-motor skills, concentration, and problem-solving. Children can use the shapes to copy patterns, build pictures, sort by color and shape, and explore spatial relationships. They also provide a structured, hands-on activity that can encourage independent play and creativity.