South Wales Police said a body has been recovered from the River Neath at Glynneath near the A465.
Emergency services were called to the scene at about 12:30 GMT after reports that a person was in the river.
An investigation is under way, police added.
A body has been found in a Neath Port Talbot river following a major search operation, police have confirmed.