The sweet choice is based on what other Candy Crush Saga® players have used on that particular level, with some personal favorites selected by the Candy Crush Saga staff.
Selecting the recommended booster doesn’t necessarily mean that you will pass the level, but it will likely give you an edge against other players 😉