diff --git a/beetsplug/fetchart.py b/beetsplug/fetchart.py
index 85d5472aa..869b5be8a 100644
--- a/beetsplug/fetchart.py
+++ b/beetsplug/fetchart.py
@@ -986,7 +986,7 @@ class CoverArtUrl(RemoteArtSource):
         image_url = None
         try:
             image_url = album.items().get().cover_art_url
-        except AttributeError:
+        except (AttributeError, TypeError):
             self._log.debug('Cover art URL not found for {0}', album)
             return
         if image_url:
diff --git a/docs/changelog.rst b/docs/changelog.rst
index d7ddf6d03..8ca8d711a 100644
--- a/docs/changelog.rst
+++ b/docs/changelog.rst
@@ -11,6 +11,8 @@ for Python 3.6).
 
 New features:
 
+* Added option use `cover_art_arl` as an album art source in the `fetchart` plugin.
+  :bug:`4707`
 * :doc:`/plugins/fetchart`: The plugin can now get album art from `spotify`.
 * Added option to specify a URL in the `embedart` plugin.
   :bug:`83`