Although they were successful in record sales, it had to fight off a competing version by Ray Bryant on Columbia Records who titled his, "Madison Time" with calls by Eddie Morrison. As a result, Al Brown's version could only peak at #23 on the Billboard Charts.
Despite achieving record sales, it faced competition from Ray Bryant's version on Columbia Records, titled "Madison Time" featuring Eddie Morrison's vocals. Consequently, Al Brown's rendition only reached #23 on the Billboard Charts.