diff --git a/Library/Homebrew/cmd/search.rb b/Library/Homebrew/cmd/search.rb
index 5aab4dcbbe778b567234f2329b81b6184060011c..68b0a6c4337336f634323f36bb2240e9d0818202 100644
--- a/Library/Homebrew/cmd/search.rb
+++ b/Library/Homebrew/cmd/search.rb
@@ -52,6 +52,7 @@ module Homebrew extend self
     %w{Homebrew science},
     %w{Homebrew completions},
     %w{Homebrew x11},
+    %w{Homebrew binary},
   ]
 
   def query_regexp(query)