Google Localization, best anchor text

When trying to optimize for the Goggle Localization, and you want to come up under the keyword search by itself in the local listings.. For example if you want to come up under the Local listings for the keyword "shipping" and you are in the "New York" area.

Should you optimize your backlinks anchor text for "Shipping" or "New York Shipping"?