A number of technological and political forces have transformed the once staid and insider dominated notice-and-comment process into a forum for large scale, sometimes messy, participation in regulatory decisionmaking. It is not unheard of for agencies to receive millions of comments on rulemakings; often these comments are received as part of organized mass comment campaigns. In some rulemakings, questions have been raised about whether public comments were submitted under false names, or were automatically generated by computer “bot” programs. In this Article, we examine whether and to what extent such submissions are problematic and make recommendations for how rulemaking agencies should respond as a matter of law, policy, and technology...