Question about keywords

[Billblast]

Has anyone when researching longtail keywords for an offer found that using ones with geographical locations worked to bring traffic?

I'm looking to run an offer in the financial vertical with a small test budget and found that there are a lot of longtail keywords with US Cities and States within them.

 

[Graybeard]

[Pizza in '__city__'] {GO} that is just logical