I haven't seen a scorpion yet! I'll have to look up how to catch that one. I did catch a tarantula, though.

Scorpions seem to appear even less than tarantulas, but maybe that will change now that it's August. I luckily spotted mine when it wasn't looking and was able to creep up behind it by tapping on the d-pad.