Dawkins never wrote a book on memes. He wrote a book on evolution at the genetic level, The Selfish Gene. In it, he drew a comparison to genes that replicate themselves using organisms as a vehicle to ideas that replicate themselves using humans as a vehicle.

It was a throw-away comparison, not the point of the book. But, the term "meme" is a good meme, and it caught on.