The ad below is for a new set of shops on the North Shore of Long Island.
The location of the photo shot is definitely LA. I would say some side street looking from just below the intersection to the part north of 3rd between Orlando and Crescent Heights.
This is the North Shore of Long Island (the pretty part) - note lack of Palm Trees of any type.