I had a similar issue with Google using Swift. Using Google's TextSearch API, I was unable to find specific shops. However, searching for generic places like "pizza in new york", I got an answer. My solution was to use Google's Autocomplete API instead, which can return a specific PlaceID!

My solution was in Swift, but feel free to check it out: Swift Autocomplete instead of TextSearch