A friend of mine got an offer from a startup in Palo Alto that he wanted to negotiate. He literally walked across the street to another interview and had a counter offer when he met with the founder of the first company the next day.
I've done this in San Diego, and it wasn't even in the city. I didn't even cross a street, just half of a small parking lot. It's totally possible in other places.