diff --git a/CHANGELOG.asciidoc b/CHANGELOG.asciidoc
index 54e5dcc1f..f81e7c825 100644
--- a/CHANGELOG.asciidoc
+++ b/CHANGELOG.asciidoc
@@ -49,6 +49,7 @@ Fixed
 
 - Fixed displaying of web history if `web-history-max-items` is set to -1.
 - Cloned tabs now don't display favicons anymore if show-favicons is False.
+- Fixed a crash when clicking a bookmark name and pressing `Ctrl-D`.
 
 v0.4.1
 ------
diff --git a/qutebrowser/completion/models/urlmodel.py b/qutebrowser/completion/models/urlmodel.py
index a313b9c0a..5c56db24e 100644
--- a/qutebrowser/completion/models/urlmodel.py
+++ b/qutebrowser/completion/models/urlmodel.py
@@ -169,8 +169,9 @@ class UrlCompletionModel(base.BaseCompletionModel):
         """
         index = completion.currentIndex()
         qtutils.ensure_valid(index)
-        url = index.data()
         category = index.parent()
+        index = category.child(index.row(), self.URL_COLUMN)
+        url = index.data()
         qtutils.ensure_valid(category)
 
         if category.data() == 'Bookmarks':