The name, according to a grandson of the postmaster, derives from the name of the son of the first postmaster, John Crockett Lowe. Crockett was the postmaster of a substation of the Bradshaw Post Office two miles from Jolo. Because the mail went first to Bradshaw, it frequently got mixed up. To prevent this mixup the US Post Office decided the substation needed to have its own name. The USPO then asked Crockett to recommend names. As Crockett watched his son, Joe, and a friend, Bogle Day, play in the yard he wrote down their names and came up with the names Jolo and Boda. He submitted these two names and the USPO chose the name Jolo for the post office. Their post office is still active.
The community is mentioned in the 2008 novel Final Theory.[2]