In this paper, we present our experience with search worms and a framework that allows search engines to quickly detect new worms and take automatic countermeasures. We argue that signature-based filtering of search queries is ill-suited for protecting against search worms and show how we prevent worm propagation without relying on query signatures. We illustrate our approach with measurements and numeric simulations.