The picture was captioned, "Look who dropped by to help me perfect the rumba today! I'm dedicating this weeks performance to my love @whitb624. It will be my best performance yet. @DancingABC."
The couple only recently had the opportunity to take their relationship public after the final episode of The Bachelor aired.
Soules is a contestant on the popular dance show and is partnered up with Witney Carson, the dance instructor that won last season. The show airs on Mondays on ABC.