diff --git a/.travis.yml b/.travis.yml
index 0983027..f2c0298 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -4,7 +4,8 @@ sudo: false
 
 env:
   global:
-    - CONDA_DEPENDENCIES="pytest numpy astropy"
+    - CONDA_DEPENDENCIES="pytest pytest-cov numpy astropy"
+    - PIP_DEPENDENCIES="coveralls"
   matrix:
     - PYTHON_VERSION=2.7
     - PYTHON_VERSION=3.5
@@ -16,6 +17,9 @@ install:
     - python setup.py install
 
 script:
-   - python setup.py check --restructuredtext
-   - cd tests
-   - py.test --arraydiff
+   - python -c 'import pytest_arraydiff.plugin'
+   - pytest -vv --arraydiff --cov pytest_arraydiff tests
+   - pytest -vv --cov pytest_arraydiff --cov-append tests
+
+after_success:
+   - coveralls