Alioli is actually a super common condiment for paellas/arroces, especially seafood ones. A good "arròs negre" (black rice dish made with cuttlefish ink) is awesome with a super garlicky alioli.
As the other commenter said, we also add Alioli, which is mayonnaise with garlic. Although the original one is only garlic and olive oil. (Ali means garlic and oli means oil in Valencian)
You should try it here in Germany, I was astonied the first time I saw them adding mayonnaise to the paella.