In summary, the depth of a wall niche should generally range from 4 to 12 inches (10 to 30 cm), with the specific depth depending on your needs and the structural constraints of the wall. It's always a good idea to consult with a professional contractor or designer to ensure the niche's depth is appropriate for your specific situation.