diff --git a/README.md b/README.md
index cc6eb94..0d19f05 100644
--- a/README.md
+++ b/README.md
@@ -12,13 +12,14 @@ Sample configs can be found in the [`config_files/`] folder in the repo.
 
 [`config_files/`]: https://github.com/shaka-project/shaka-streamer/tree/main/config_files
 
-Release versions of Shaka Streamer can be installed or upgraded through `pip3`
-with:
+Install or upgrade Shaka Streamer and its [binaries][] through `pip3` with:
 
 ```sh
 # To install globally (drop the "sudo" for Windows):
-sudo pip3 install --upgrade shaka-streamer
+sudo pip3 install --upgrade shaka-streamer shaka-streamer-binaries
 
 # To install per-user:
-pip3 install --user --upgrade shaka-streamer
+pip3 install --user --upgrade shaka-streamer shaka-streamer-binaries
 ```
+
+[binaries]: https://pypi.org/project/shaka-streamer-binaries/
diff --git a/binaries/README.md b/binaries/README.md
new file mode 100644
index 0000000..8f4d60c
--- /dev/null
+++ b/binaries/README.md
@@ -0,0 +1,25 @@
+# ![Shaka Streamer](https://raw.githubusercontent.com/shaka-project/shaka-streamer/main/docs/source/shaka-streamer-logo.png)
+
+Shaka Streamer Binaries is a companion package to [Shaka Streamer][] that
+provides platform-specific binaries for Streamer's dependencies: [FFmpeg][] and
+[Shaka Packager][].
+
+FFmpeg binaries are built from open, verifiable, automated workflows at
+https://github.com/shaka-project/static-ffmpeg-binaries
+
+Shaka Packager binaries are official releases from
+https://github.com/shaka-project/shaka-packager
+
+Install or upgrade Shaka Streamer and its binaries through `pip3` with:
+
+```sh
+# To install globally (drop the "sudo" for Windows):
+sudo pip3 install --upgrade shaka-streamer shaka-streamer-binaries
+
+# To install per-user:
+pip3 install --user --upgrade shaka-streamer shaka-streamer-binaries
+```
+
+[FFmpeg]: https://ffmpeg.org/
+[Shaka Packager]: https://github.com/shaka-project/shaka-packager
+[Shaka Streamer]: https://pypi.org/project/shaka-streamer/
diff --git a/binaries/setup.py b/binaries/setup.py
index 5f63c35..cc84cfa 100644
--- a/binaries/setup.py
+++ b/binaries/setup.py
@@ -22,14 +22,16 @@
 platform_binaries = sys.argv[separator_index + 1:]
 sys.argv = sys.argv[:separator_index]
 
+with open('README.md', 'r') as f:
+  long_description = f.read()
+
 setuptools.setup(
   name='shaka-streamer-binaries',
   version=streamer_binaries.__version__,
   author='Google',
   description='A package containing FFmpeg, FFprobe, and Shaka Packager static builds.',
-  long_description=('An auxiliary package that provides platform-specific'
-                    ' binaries used by Shaka Streamer.'),
-  long_description_content_type='text/plain',
+  long_description=long_description,
+  long_description_content_type='text/markdown',
   url='https://github.com/shaka-project/shaka-streamer/tree/main/binaries',
   packages=[streamer_binaries.__name__,],
   classifiers=[