FindShare.COM provides personalized recommendations of restaurants, hotels, menu items, and deals. It uses novel big data algorithms on millions of data points analyzed from public Internet data and from users’ social media data to match users’ preferences with other similar profiles. Results show better matched recommendations compared to traditional ranked recommendations. The crowd sourced menus provide satisfied repeat clients a tool for further discovery. This tool together with a positive only recommendation space makes Findshare a good official partner of restaurants. FindShare also aims to be the most complete aggregator of personalized deals by linking deals with recommendations.