diff --git a/README.rst b/README.rst
index f4b6b721..de5e40c7 100644
--- a/README.rst
+++ b/README.rst
@@ -6,12 +6,23 @@
 
 .. start-badges
 
+.. image:: https://img.shields.io/pypi/v/pytask?color=blue
+    :alt: PyPI
+    :target: https://pypi.org/project/pytask
+
+.. image:: https://img.shields.io/pypi/pyversions/pytask
+    :alt: PyPI - Python Version
+    :target: https://pypi.org/project/pytask
+
 .. image:: https://anaconda.org/pytask/pytask/badges/version.svg
     :target: https://anaconda.org/pytask/pytask
 
 .. image:: https://anaconda.org/pytask/pytask/badges/platforms.svg
     :target: https://anaconda.org/pytask/pytask
 
+.. image:: https://img.shields.io/pypi/l/pytask
+    :alt: PyPI - License
+
 .. image:: https://readthedocs.org/projects/pytask-dev/badge/?version=latest
     :target: https://pytask-dev.readthedocs.io/en/latest
 
@@ -78,11 +89,15 @@ Installation
 
 .. start-installation
 
-pytask is available on `Anaconda.org <https://anaconda.org/pytask/pytask>`_. Install the
-package with
+pytask is available on `PyPI <https://pypi.org/project/pytask>`_ and on `Anaconda.org
+<https://anaconda.org/pytask/pytask>`_. Install the package with
 
 .. code-block:: console
 
+    $ pip install pytask
+
+    # or
+
     $ conda config --add channels conda-forge --add channels pytask
     $ conda install pytask
 
diff --git a/docs/changes.rst b/docs/changes.rst
index 25a54232..39e89c65 100644
--- a/docs/changes.rst
+++ b/docs/changes.rst
@@ -3,10 +3,11 @@ Changes
 
 This is a record of all past pytask releases and what went into them in reverse
 chronological order. Releases follow `semantic versioning <https://semver.org/>`_ and
-all releases are available on `Anaconda.org <https://anaconda.org/pytask/pytask>`_.
+all releases are available on `PyPI <https://pypi.org/project/pytask>`_ and
+`Anaconda.org <https://anaconda.org/pytask/pytask>`_.
 
 
-0.0.12 - 2020-xx-xx
+0.0.12 - 2020-02-27
 -------------------
 
 - :gh:`55` implements miscellaneous fixes to improve error message, tests and coverage.
@@ -15,7 +16,8 @@ all releases are available on `Anaconda.org <https://anaconda.org/pytask/pytask>
 - :gh:`61` adds many changes to the documentation.
 - :gh:`65` adds versioneer to pytask and :gh:`66` corrects the coverage reports which
   were deflated due to the new files.
-- :gh:`67` prepares pytask to be published on PyPI and :gh:`68` fixes the pipeline.
+- :gh:`67` prepares pytask to be published on PyPI and :gh:`68` fixes the pipeline, and
+  :gh:`69` prepares releasing v0.0.12 and adds new shields.
 
 
 0.0.11 - 2020-12-27
diff --git a/setup.py b/setup.py
index 3fe49142..28af9f00 100644
--- a/setup.py
+++ b/setup.py
@@ -64,4 +64,5 @@
     package_dir={"": "src"},
     platforms="any",
     include_package_data=True,
+    zip_safe=False,
 )