Projects often fail because they overlook stakeholders. Unfortunately, existing stakeholder analysis tools only capture stakeholders’ information, relying on experts to manually identify them. StakeSource is a web-based tool that automates stakeholder analysis. It “crowdsources” the stakeholders themselves for recommendations about other stakeholders and aggregates their answers using social network analysis. Categories and Subject Descriptors D.2.8 [Software Engineering]: Requirements/Specifications General Terms social network analysis, algorithms Keywords stakeholder analysis, social networks, recommender systems