diff --git a/beets/autotag/hooks.py b/beets/autotag/hooks.py
index 9cd6f2cd8a..df99c4b9c4 100644
--- a/beets/autotag/hooks.py
+++ b/beets/autotag/hooks.py
@@ -161,8 +161,8 @@ def __init__(self, title=None, track_id=None, release_track_id=None,
                  data_source=None, data_url=None, media=None, lyricist=None,
                  composer=None, composer_sort=None, arranger=None,
                  track_alt=None, work=None, mb_workid=None,
-                 work_disambig=None, bpm=None, initial_key=None, genre=None,
-                 **kwargs):
+                 work_disambig=None, bpm=None, initial_key=None,
+                 genre=None, **kwargs):
         self.title = title
         self.track_id = track_id
         self.release_track_id = release_track_id
diff --git a/beetsplug/spotify.py b/beetsplug/spotify.py
index 2529160dd0..b5237e63f1 100644
--- a/beetsplug/spotify.py
+++ b/beetsplug/spotify.py
@@ -197,6 +197,9 @@ def album_for_id(self, album_id):
         tracks = []
         medium_totals = collections.defaultdict(int)
         for i, track_data in enumerate(album_data['tracks']['items'], start=1):
+            track_data = self._handle_response(
+                requests.get, track_data["href"]
+            )
             track = self._get_track(track_data)
             track.index = i
             medium_totals[track.medium] += 1
@@ -243,6 +246,7 @@ def _get_track(self, track_data):
             medium_index=track_data['track_number'],
             data_source=self.data_source,
             data_url=track_data['external_urls']['spotify'],
+            spotify_popularity=track_data['popularity'],
         )
 
     def track_for_id(self, track_id=None, track_data=None):
diff --git a/docs/changelog.rst b/docs/changelog.rst
index f6a9273493..4a522f1efb 100644
--- a/docs/changelog.rst
+++ b/docs/changelog.rst
@@ -35,6 +35,7 @@ Other new things:
 * Permissions plugin now sets cover art permissions to the file permissions.
 * :doc:`/plugins/unimported`: Support excluding specific
   subdirectories in library.
+* :doc:`/plugins/spotify`: We now fetch a ``spotify_popularity`` field.
 
 Bug fixes: