diff --git a/CHANGELOG.txt b/CHANGELOG.txt
index 462c2aeba3..10df2f01d8 100644
--- a/CHANGELOG.txt
+++ b/CHANGELOG.txt
@@ -5,6 +5,7 @@ Changelog
 ~~~~~~~~~~~~~~~
 
  * Added another valid AudioBoom oEmbed pattern (Bertrand Bordage)
+ * Added `annotate_score` support to PostgreSQL search backend (Bertrand Bordage)
 
 
 2.1 (xx.xx.xxxx) - IN DEVELOPMENT
diff --git a/docs/releases/2.2.rst b/docs/releases/2.2.rst
index 310261e49c..fe5e897eca 100644
--- a/docs/releases/2.2.rst
+++ b/docs/releases/2.2.rst
@@ -14,6 +14,7 @@ Other features
 ~~~~~~~~~~~~~~
 
  * Added another valid AudioBoom oEmbed pattern (Bertrand Bordage)
+ * Added `annotate_score` support to PostgreSQL search backend (Bertrand Bordage)
 
 Bug fixes
 ~~~~~~~~~