If she suggested pizza go for pizza. I cannot stress this enough. Changing dinner plans at the last minute is awkward and weird and only works out for the better if you're changing them from 'going out' to 'staying in and cooking' and even that's debatable.
Accidental dates happen all the time. My husband and I had a few of those at the beginning.