Airbnb allows hosts to enhance their property listing with local recommendations for dinner, shopping or drinks. A real treasure trove which is now only accessable on Airbnb.com by browsing every single listing in a city.
I build a crawler that grabs every host's listing, filter and group these recommendations together. That results in lists of the top recommended places.