diff --git a/CHANGES.SIMD.rst b/CHANGES.SIMD.rst
index 374bdc7f6..20ca9b570 100644
--- a/CHANGES.SIMD.rst
+++ b/CHANGES.SIMD.rst
@@ -1,6 +1,22 @@
 Changelog (Pillow-SIMD)
 =======================
 
+3.4.1.post0
+-----------
+
+ - A lot of optimizations in resampling including 16-bit
+   intermediate color representation and heavy unrolling.
+
+3.3.2.post0
+-----------
+
+ - Maintenance release
+ 
+3.3.0.post2
+-----------
+
+- Fixed error in RGBa -> RGBA convertion
+
 3.3.0.post1
 -----------
 
diff --git a/PyPI.rst b/PyPI.rst
new file mode 100644
index 000000000..f1b79994f
--- /dev/null
+++ b/PyPI.rst
@@ -0,0 +1,6 @@
+
+`Pillow-SIMD repo and readme <https://github.com/uploadcare/pillow-simd>`
+
+`Pillow-SIMD changelog <https://github.com/uploadcare/pillow-simd/blob/simd/3.4.x/CHANGES.SIMD.rst>`
+
+`Pillow documentation <https://pillow.readthedocs.io/>`
diff --git a/setup.py b/setup.py
index eb8bb43a0..2cbaac5b0 100755
--- a/setup.py
+++ b/setup.py
@@ -768,10 +768,10 @@ try:
     setup(name=NAME,
           version=PILLOW_VERSION,
           description='Python Imaging Library (Fork)',
-          long_description=_read('README.md').decode('utf-8'),
+          long_description=_read('PyPI.rst').decode('utf-8'),
           author='Alex Clark (Fork Author)',
           author_email='aclark@aclark.net',
-          url='http://python-pillow.org',
+          url='https://github.com/uploadcare/pillow-simd',
           classifiers=[
               "Development Status :: 6 - Mature",
               "Topic :: Multimedia :: Graphics",