diff --git a/test-requirements.txt b/test-requirements.txt
index c38457464..d6e26863c 100644
--- a/test-requirements.txt
+++ b/test-requirements.txt
@@ -35,3 +35,6 @@ reno>=2.5.0 # Apache-2.0
 
 # placement functional tests
 wsgi-intercept>=1.4.1 # MIT License
+
+# redirect tests in docs
+whereto>=0.3.0  # Apache-2.0
diff --git a/tox.ini b/tox.ini
index 9cbc7f4e8..57811fa80 100644
--- a/tox.ini
+++ b/tox.ini
@@ -144,6 +144,8 @@ basepython = python2.7
 commands =
   rm -rf doc/source/api doc/build api-guide/build api-ref/build placement-api-ref/build
   python setup.py build_sphinx
+  # Test the redirects
+  whereto doc/build/html/.htaccess doc/test/redirect-tests.txt
   # Check that all JSON files don't have \r\n in line.
   bash -c "! find doc/ -type f -name *.json | xargs grep -U -n $'\r'"
   # Check that all included JSON files are valid JSON