Sometimes it's only partly supported, in the sense that the website will just break if your email has a `+`. I'm pretty sure I encountered that one with both Disney and Royal Caribbean reservation workflows just flat out breaking.
My favourite is services that let you sign up with a + in the address but then break when you try and login or reset your password.