Monday nights are all about Matt Gray’s fantasy league.

But when Mr. Gray settles in for several hours in front of the tube, he’s not watching sports—he’s keeping score on “The Bachelor.”

Forget about fantasy football. Rabid fans of reality shows like “The Bachelor” and “Survivor” are building leagues of their own. While some of these consist...