We propose to leverage recommender systems from machine learning build large-scale community distribution models for the mammalian fossil record. Recommender are behind most online life today, shopping news personalisation, dating, or selection of study programmes fastest routes. Many work by predicting user preferences items that occur together in profiles. Technically, this setting closely re...