2014 list of otome with gameplay besides visual novel gameplay

As someone who enjoys both visual novel video games and video games that aren't visual novels, I'd love to see otome with more than just the usual visual novel gameplay. I found this neat list, although it is from 2014 so it's missing newer games with gameplay, excludes 18+ games, and if the game lets you pick your gender it has also been excluded.