Like many other beach towns, golfing is a huge sport in Cherry Grove Beach. There are golf courses for all skill levels and age groups, the most popular of which is the Surf Golf & Beach Club, a semi-private golf course in the center of the town. This course is most popular among higher-skill level, so it will be enjoyed most by people with much experience in golfing. Along with the Surf Golf & Beach Club, there are several other golf courses appropriate for higher skill levels, such as Azalea Sands and the cheaper Barefoot Dye.

However, the large courses are not for everyone, which is why mini-golf is immensely popular in Cherry Grove. The most popular mini-golf course is Black Pearl Mini Golf, a pirate-themed outdoor course with a nostalgically-authentic indoor arcade. The Black Pearl is a great place to bring the family, given its nifty courses and delicious ice cream. Additionally, Molten Mountain Mini Golf is also quite popular, being most well-known for its 50-foot active volcano. Molten Mountain has both indoor and outdoor options, perfect for all ages.