diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index fd46c43..be74222 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -25,6 +25,6 @@ jobs:
       - name: Upgrade pip
         run: python -m pip install --upgrade pip
       - name: Install package
-        run: pip install -e .
+        run: pip install -e .[test]
       - name: Run tests
         run: python -bb -X dev -W ignore::UserWarning:setuptools.dist -m unittest -v pyroma.tests
diff --git a/CHANGES.txt b/CHANGES.txt
index 44e6dec..ce04232 100644
--- a/CHANGES.txt
+++ b/CHANGES.txt
@@ -4,7 +4,7 @@ Changelog
 3.2.2 (unreleased)
 ------------------
 
-- Nothing changed yet.
+- Add a deprecation for `test_suite`
 
 
 3.2.1 (2022-03-27)
diff --git a/pyroma/ratings.py b/pyroma/ratings.py
index 421dc00..262ac6f 100644
--- a/pyroma/ratings.py
+++ b/pyroma/ratings.py
@@ -392,6 +392,16 @@ def message(self):
         return "You should have three or more owners of the project on PyPI."
 
 
+class TestSuitDeprecation(BaseTest):
+    weight = 50
+
+    def test(self, data):
+        return "test_suite" not in data
+
+    def message(self):
+        return "The `setup.py test` command and accompanying `test_suit` field has been deprecated."
+
+
 ALL_TESTS = [
     Name(),
     Version(),
@@ -411,6 +421,7 @@ def message(self):
     ValidREST(),
     BusFactor(),
     DevStatusClassifier(),
+    TestSuitDeprecation(),
 ]
 
 
diff --git a/pyroma/testdata/complete/setup.py b/pyroma/testdata/complete/setup.py
index 8331bd4..b0a8d87 100644
--- a/pyroma/testdata/complete/setup.py
+++ b/pyroma/testdata/complete/setup.py
@@ -32,5 +32,4 @@
     tests_require=["six"],
     setup_requires=["setuptools"],
     zip_safe=True,
-    test_suite="complete",
 )
diff --git a/pyroma/testdata/distributions/complete-1.0.dev1.tar b/pyroma/testdata/distributions/complete-1.0.dev1.tar
index 8888442..301a8df 100644
Binary files a/pyroma/testdata/distributions/complete-1.0.dev1.tar and b/pyroma/testdata/distributions/complete-1.0.dev1.tar differ
diff --git a/pyroma/testdata/distributions/complete-1.0.dev1.tar.bz2 b/pyroma/testdata/distributions/complete-1.0.dev1.tar.bz2
index 684baaa..5f74c91 100644
Binary files a/pyroma/testdata/distributions/complete-1.0.dev1.tar.bz2 and b/pyroma/testdata/distributions/complete-1.0.dev1.tar.bz2 differ
diff --git a/pyroma/testdata/distributions/complete-1.0.dev1.tar.gz b/pyroma/testdata/distributions/complete-1.0.dev1.tar.gz
index c89f508..805ff8b 100644
Binary files a/pyroma/testdata/distributions/complete-1.0.dev1.tar.gz and b/pyroma/testdata/distributions/complete-1.0.dev1.tar.gz differ
diff --git a/pyroma/testdata/distributions/complete-1.0.dev1.zip b/pyroma/testdata/distributions/complete-1.0.dev1.zip
index f5a4c29..320e25e 100644
Binary files a/pyroma/testdata/distributions/complete-1.0.dev1.zip and b/pyroma/testdata/distributions/complete-1.0.dev1.zip differ
diff --git a/pyroma/tests.py b/pyroma/tests.py
index ab248f5..e73a631 100644
--- a/pyroma/tests.py
+++ b/pyroma/tests.py
@@ -39,7 +39,6 @@
     "project_urls": {"Source Code": "https://github.com/regebro/pyroma"},
     "license": "MIT",
     "zip_safe": True,
-    "test_suite": "complete",
 }
 
 
diff --git a/setup.cfg b/setup.cfg
index 0e4be90..444d4cf 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -30,7 +30,6 @@ include_package_data = True
 packages = find:
 package_dir =
     = .
-test_suite = pyroma.tests
 install_requires =
     setuptools
     docutils
@@ -44,6 +43,7 @@ where = .
 test =
     pytest
     pytest-cov
+    setuptools>=60
 
 [options.entry_points]
 console_scripts =
@@ -66,4 +66,3 @@ testpaths =
 ignore =
   .pre-commit-hooks.yaml
   fetch_classifiers.py
-