Parallax effects are a surprisingly good reason to reject heliocentrism. Wrong, of course, but it does seem to fail the sniff test -- and about all the Greeks had to work with were sniff tests of varying sophistication.

Although now I kind of wonder how Aristarchus' critics explained his observations.