diff --git a/README.md b/README.md
index c9242ce..dc5d47c 100644
--- a/README.md
+++ b/README.md
@@ -7,7 +7,7 @@
 
 [![license](https://img.shields.io/badge/license-MIT-blue)](https://github.com/Acellera/acegen-open/blob/main/LICENSE)
 [![tutorials](https://img.shields.io/badge/tutorials-available-brightgreen)](https://github.com/Acellera/acegen-open/tree/main/tutorials)
-![python](https://img.shields.io/badge/python-3.9%20|%203.10%20|%203.11-blue)
+[![python](https://img.shields.io/badge/python-3.9%20|%203.10%20|%203.11-blue)](https://www.python.org/downloads/)
 [![arXiv](https://img.shields.io/badge/arXiv-2405.04657-red.svg)](https://arxiv.org/abs/2405.04657)
 [![JCIM](https://img.shields.io/badge/JCIM-10.1021%2Facs.jcim.4c00895-blue)](https://doi.org/10.1021/acs.jcim.4c00895)