diff --git a/appveyor.yml b/appveyor.yml
index e027fa0..3d41534 100644
--- a/appveyor.yml
+++ b/appveyor.yml
@@ -13,18 +13,20 @@ environment:
     - python: 34-x64
     - python: 35
     - python: 35-x64
+    - python: 36
+    - python: 36-x64    
 
 install:
   - "SET PATH=C:\\Python%PYTHON%;c:\\Python%PYTHON%\\scripts;%PATH%"
   - echo "C:\Program Files\Microsoft SDKs\Windows\v7.1\Bin\SetEnv.cmd" /x64 > "C:\Program Files (x86)\Microsoft Visual Studio 10.0\VC\bin\amd64\vcvars64.bat"
-  - pip install -e .
+  - pip install .[test]
 
 build_script:
   - pip install wheel
   - python -W ignore setup.py -q bdist_wheel
 
 test_script:
-  - python setup.py -q test -q
+  - zope-testrunner --test-path=src
 
 artifacts:
   - path: 'dist\*.whl'