diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 350b07d..4f2b030 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -7,7 +7,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: [3.6, 3.7, 3.8]
+        python-version: [3.6, 3.7, 3.8, 3.9]
         numpy: [0, 1]
     steps:
     - uses: actions/checkout@v2
diff --git a/README.md b/README.md
index 5c1b23b..2e4946b 100644
--- a/README.md
+++ b/README.md
@@ -2,6 +2,7 @@
 
 [![PyPI](https://img.shields.io/pypi/v/sqlite-utils.svg)](https://pypi.org/project/sqlite-utils/)
 [![Changelog](https://img.shields.io/github/v/release/simonw/sqlite-utils?include_prereleases&label=changelog)](https://sqlite-utils.readthedocs.io/en/stable/changelog.html)
+[![Python 3.x](https://img.shields.io/pypi/pyversions/sqlite-utils.svg?logo=python&logoColor=white)](https://pypi.org/project/sqlite-utils/)
 [![Tests](https://github.com/simonw/sqlite-utils/workflows/Test/badge.svg)](https://github.com/simonw/sqlite-utils/actions?query=workflow%3ATest)
 [![Documentation Status](https://readthedocs.org/projects/sqlite-utils/badge/?version=latest)](http://sqlite-utils.readthedocs.io/en/latest/?badge=latest)
 [![License](https://img.shields.io/badge/license-Apache%202.0-blue.svg)](https://github.com/simonw/sqlite-utils/blob/main/LICENSE)
diff --git a/setup.py b/setup.py
index 9ed6491..371895a 100644
--- a/setup.py
+++ b/setup.py
@@ -51,5 +51,6 @@ setup(
         "Programming Language :: Python :: 3.6",
         "Programming Language :: Python :: 3.7",
         "Programming Language :: Python :: 3.8",
+        "Programming Language :: Python :: 3.9",
     ],
 )