diff --git a/README.rst b/README.rst
index 927def1..4854fd9 100644
--- a/README.rst
+++ b/README.rst
@@ -8,7 +8,7 @@ WordSearch is a Python class for creating wordsearch puzzles.
 Installation:
 =============
 
-The PyValem package can be installed either from PyPI_ using pip
+The PyValem package can be installed either from PyPI using pip
 
 .. code-block:: bash
 
@@ -99,6 +99,3 @@ which produces the image:
 .. image:: https://raw.githubusercontent.com/scipython/python-wordsearch/master/doc/source/_static/dog-search.svg
   :width: 600
   :alt: Example wordsearch of dog breeds
-
-
-.. _PyPI: https://pypi.org/project/pyvalem/
diff --git a/setup.py b/setup.py
index 5603212..cc22cfe 100644
--- a/setup.py
+++ b/setup.py
@@ -7,7 +7,7 @@
 long_description = (root / "README.rst").read_text(encoding="utf-8")
 
 setup(
-    name="pywordsearch",
+    name="python-wordsearch",
     version="1.0.0",
     description="A package for creating word searches",
     long_description=long_description,