diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index a0ec4cb1..f8f683c1 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -5,6 +5,15 @@ Versions follow `Semantic Versioning <https://semver.org/>`_ (``<major>.<minor>.
 
 .. towncrier release notes start
 
+v3.1.1 (2024-05-22)
+-------------------
+
+Bugfixes
+^^^^^^^^
+
+- Fix private subpackages causing orphan pages (#446)
+
+
 v3.1.0 (2024-05-20)
 -------------------
 
diff --git a/autoapi/__init__.py b/autoapi/__init__.py
index 7cbd64eb..78306d34 100644
--- a/autoapi/__init__.py
+++ b/autoapi/__init__.py
@@ -3,5 +3,5 @@
 from .extension import setup
 
 __all__ = ("setup",)
-__version__ = "3.1.0"
-__version_info__ = (3, 1, 0)
+__version__ = "3.1.1"
+__version_info__ = (3, 1, 1)
diff --git a/docs/changes/446.bugfix b/docs/changes/446.bugfix
deleted file mode 100644
index ddabf7f0..00000000
--- a/docs/changes/446.bugfix
+++ /dev/null
@@ -1 +0,0 @@
-Fix private subpackages causing orphan pages
\ No newline at end of file