When shopping for winter walking shoes, prioritize features like waterproof materials, good insulation, and slip-resistant soles. Look for shoes with a sturdy grip to handle icy or snowy terrain. Comfort is also crucial, so consider options with cushioned insoles and a roomy toe box. Some shoes even come with added features like faux fur lining for extra warmth or built-in heel pillows for easy wear.