<p>We propose a novel method for crowdsourcing a protein family database. We discuss how we intend to identify novel groupings of proteins from user sequence similarity search, and how text mining will be applied to assist in annotation of these novel groupings, and more broadly as an enrichment of protein sequence similarity search results.</p>