Try using the iTunes Search API which will give you a nice JSON object representing the app. The lookup section is the one you are looking for:
https://affiliate.itunes.apple.com/resources/documentation/itunes-store-web-service-search-api
Example query for the Stack Overflow App:
https://itunes.apple.com/lookup?id=1155618808
