Best fake recommendations ever! But yeah we make the assumption the developer and their app (food delivery or otherwise) has some data (users, items, actions) on which to build a model. Otherwise you won't get very far...

Thanks! Some of our tutorials have test datasets (e.g., MovieLens) if you want to try it out - http://docs.prediction.io/current/tutorials/movie-recommenda...