Sorry if it's intentional, but
In the gender guessing part, I feel like non-original characters shouldn't be used. Off the bat, there's Mashiro (Nijisanji), then Akai Haato (Hololive), and later down, Xingqiu (Genshin Impact). I don't remember if there were other established characters in that ...