I, as part of Innovations for Scaling Impact in 2011, assisted the MasterCard Foundation in gaining a better understanding of the ecosystem of actors engaged in two of the Foundation's focus areas. I used a network analysis approach, web crawls in particular, to produce a network map of organizations and accompanying description for Foundation staff to then interrogate and feed into strategy decisions.