diff --git a/plugins/pyenv/pyenv.plugin.zsh b/plugins/pyenv/pyenv.plugin.zsh
index b3dc7aa17..706aad3cf 100644
--- a/plugins/pyenv/pyenv.plugin.zsh
+++ b/plugins/pyenv/pyenv.plugin.zsh
@@ -18,6 +18,7 @@ for pyenvdir in "${pyenvdirs[@]}" ; do
         export PYENV_ROOT=$pyenvdir
         export PATH=${pyenvdir}/bin:$PATH
         eval "$(pyenv init --no-rehash - zsh)"
+        eval "$(pyenv virtualenv-init - zsh)"
 
         function pyenv_prompt_info() {
             echo "$(pyenv version-name)"