To clean a blanket ladder, simply dust it regularly with a soft cloth or use a vacuum attachment to remove any dirt or debris. Avoid using harsh chemicals or abrasive cleaners as they may damage the ladder's finish. If needed, you can lightly wipe the ladder with a damp cloth and mild soap.