diff --git a/doc/guide/cli_quickstart.hpp b/doc/guide/cli_quickstart.hpp
index 63cb48f6bf..cbdab4a00e 100644
--- a/doc/guide/cli_quickstart.hpp
+++ b/doc/guide/cli_quickstart.hpp
@@ -1,10 +1,11 @@
 /**
  * @file cli_quickstart.hpp
  * @author Ryan Curtin
- * @brief Quickstart documentation for mlpack usage from the command line
 
 @page cli_quickstart mlpack command-line quickstart guide
 
+@section cli_quickstart_intro Introduction
+
 This page describes how you can quickly get started using mlpack from the
 command-line and gives a few examples of usage, and pointers to deeper
 documentation.
diff --git a/doc/guide/python_quickstart.hpp b/doc/guide/python_quickstart.hpp
index 6dfa38d6f3..95941601fc 100644
--- a/doc/guide/python_quickstart.hpp
+++ b/doc/guide/python_quickstart.hpp
@@ -1,10 +1,11 @@
 /**
  * @file python_quickstart.hpp
  * @author Ryan Curtin
- * @brief Quickstart documentation for mlpack usage from Python
 
 @page python_quickstart mlpack in Python quickstart guide
 
+@section python_quickstart_intro Introduction
+
 This page describes how you can quickly get started using mlpack from Python and
 gives a few examples of usage, and pointers to deeper documentation.