Pearson Lake is a lake located in Becker County, Minnesota. It appears on the Callaway USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,443.83 feet (440.08 m) above sea level. The nearest populated place is Westbury, approximately 1.5 miles to the W.