Looking for books where the main character gets completely swept up in a world they never expected to enter

I've been in a reading rut lately and I'm trying to find something that captures that feeling of a character who stumbles into an entirely unfamiliar world or situation and has to figure everything out on the fly. Not necessarily fantasy or scifi, though I'm open to both. I just love that sense of someone [...]