diff --git a/docs/changelog.rst b/docs/changelog.rst
index b18468d6d..5b35a66b6 100644
--- a/docs/changelog.rst
+++ b/docs/changelog.rst
@@ -29,6 +29,10 @@ Fixes:
   anymore. :bug:`1583`
 * :doc:`/plugins/play`: Fix a regression in the last version where there was
   no default command. :bug:`1793`
+* :doc:`/plugins/lastimport`: Switched API method from library.getTracks to
+  user.getTopTracks. This fixes :bug:`1574`, which was caused by the former API
+  method being removed. Also moved from custom HTTP requests to using pylast
+  library.
 
 
 1.3.16 (December 28, 2015)
diff --git a/docs/plugins/lastimport.rst b/docs/plugins/lastimport.rst
index cfa66bbef..a38447083 100644
--- a/docs/plugins/lastimport.rst
+++ b/docs/plugins/lastimport.rst
@@ -6,6 +6,8 @@ library into beets' database. You can later create :doc:`smart playlists
 </plugins/smartplaylist>` by querying ``play_count`` and do other fun stuff
 with this field.
 
+.. _Last.fm: http://last.fm
+
 Installation
 ------------
 
@@ -21,8 +23,8 @@ Next, add your Last.fm username to your beets configuration file::
     lastfm:
         user: beetsfanatic
 
-.. _requests: http://docs.python-requests.org/en/latest/
-.. _Last.fm: http://last.fm
+.. _pip: http://www.pip-installer.org/
+.. _pylast: http://code.google.com/p/pylast/
 
 Importing Play Counts
 ---------------------