After a performance has ended, the player may talk to the audience members gathered outside the reception area to receive Props. The better the performance, the more people will be waiting in the lobby. Depending on the crowd's reception of the Pokémon's performance, they may give the player more Props for future use. Some Props are given out only by certain Musical categories.
So your performances may need to be improved.