Signs that may indicate the need for air duct cleaning include excessive dust accumulation on surfaces, visible mold growth in or around the ducts, musty or stale odors when the HVAC system is running, and allergic reactions or respiratory issues among occupants. If you observe any of these signs, it's recommended to have your air ducts inspected and cleaned if necessary.