diff --git a/docs/installing.rst b/docs/installing.rst
index 119343af2..7b0b4bac8 100644
--- a/docs/installing.rst
+++ b/docs/installing.rst
@@ -7,8 +7,8 @@ Do I need to install pip?
 -------------------------
 
 pip is already installed if you're using Python 2 >=2.7.9 or Python 3 >=3.4
-downloaded from `python.org <https://www.python.org>`_, but you'll need to
-:ref:`upgrade pip <Upgrading pip>`.
+binaries downloaded from `python.org <https://www.python.org>`_, but you'll
+need to :ref:`upgrade pip <Upgrading pip>`.
 
 Additionally, pip will already be installed if you're working in a :ref:`Virtual
 Environment <pypug:Creating and using Virtual Environments>` created by