diff --git a/README.rst b/README.rst
index 7ac177e..0b6e5c4 100644
--- a/README.rst
+++ b/README.rst
@@ -18,6 +18,8 @@ Scrollback search:
 
 * ``ctrl-shift-f``: start forward search
 * ``ctrl-shift-b``: start reverse search
+* ``ctrl-shift-j``: start forward url search
+* ``ctrl-shift-k``: start reverse url search
 * ``ctrl-shift-n``: jump to next search match
 * ``ctrl-shift-p``: jump to previous search match
 
diff --git a/termite.c b/termite.c
index c47810c..7d96c05 100644
--- a/termite.c
+++ b/termite.c
@@ -97,6 +97,12 @@ static gboolean key_press_cb(GtkWidget *vte, GdkEventKey *event, search_dialog_i
             case GDK_b:
                 open_search_dialog(vte, true, info);
                 return TRUE;
+            case GDK_j:
+                search(vte, url_regex, false);
+                return TRUE;
+            case GDK_k:
+                search(vte, url_regex, true);
+                return TRUE;
         }
     }
     return FALSE;