It got Philly right, based on my choice of "hoagie" for the long sandwich. Anyone who hears the way I "tawk" knows I'm from Philly :D ( I sound almost exactly like Jim Cramer on CNBC).
Funny, though, how it also guessed Brownsville, TX, based on my use of "y'all". I picked that up from years of...