Methods and apparatus to analyze market channels based on aerial images are disclosed. An example method includes determining, using a processor, whether a first element in an aerial image of a geographic area represents a man-made object; determining, using the processor, whether a second element in the aerial image represents a natural object; and estimating a market channel for the geographic area based on a second market channel for a second geographic area when the first element represents a man-made object and the second element represents a natural object