Continental drift
The theory was supported by finding the same minerals and fossils in western Europe and eastern North America.  There are also similar fossils on the western coast of Africa and the eastern South America. The shapes of these continents nearly fit together. The theory was plausible (believable), but there was no known mechanism to drive these great movements. This problem was later solved by plate tectonics.