diff --git a/homeassistant/util/package.py b/homeassistant/util/package.py
index 5391d92ed89..34628b4ca4d 100644
--- a/homeassistant/util/package.py
+++ b/homeassistant/util/package.py
@@ -34,6 +34,9 @@ def is_installed(package: str) -> bool:
     Returns False when the package is not installed or doesn't meet req.
     """
     try:
+        pkg_resources.get_distribution(package)
+        return True
+    except (pkg_resources.ResolutionError, pkg_resources.ExtractionError):
         req = pkg_resources.Requirement.parse(package)
     except ValueError:
         # This is a zip file. We no longer use this in Home Assistant,
@@ -41,7 +44,14 @@ def is_installed(package: str) -> bool:
         req = pkg_resources.Requirement.parse(urlparse(package).fragment)
 
     try:
-        return version(req.project_name) in req
+        installed_version = version(req.project_name)
+        # This will happen when an install failed or
+        # was aborted while in progress see
+        # https://github.com/home-assistant/core/issues/47699
+        if installed_version is None:
+            _LOGGER.error("Installed version for %s resolved to None", req.project_name)  # type: ignore
+            return False
+        return installed_version in req
     except PackageNotFoundError:
         return False
 
diff --git a/tests/util/test_package.py b/tests/util/test_package.py
index 0c251662444..494fe5fa11f 100644
--- a/tests/util/test_package.py
+++ b/tests/util/test_package.py
@@ -239,10 +239,55 @@ async def test_async_get_user_site(mock_env_copy):
 
 def test_check_package_global():
     """Test for an installed package."""
-    installed_package = list(pkg_resources.working_set)[0].project_name
+    first_package = list(pkg_resources.working_set)[0]
+    installed_package = first_package.project_name
+    installed_version = first_package.version
+
     assert package.is_installed(installed_package)
+    assert package.is_installed(f"{installed_package}=={installed_version}")
+    assert package.is_installed(f"{installed_package}>={installed_version}")
+    assert package.is_installed(f"{installed_package}<={installed_version}")
+    assert not package.is_installed(f"{installed_package}<{installed_version}")
+
+
+def test_check_package_version_does_not_match():
+    """Test for version mismatch."""
+    installed_package = list(pkg_resources.working_set)[0].project_name
+    assert not package.is_installed(f"{installed_package}==999.999.999")
+    assert not package.is_installed(f"{installed_package}>=999.999.999")
 
 
 def test_check_package_zip():
     """Test for an installed zip package."""
     assert not package.is_installed(TEST_ZIP_REQ)
+
+
+def test_get_distribution_falls_back_to_version():
+    """Test for get_distribution failing and fallback to version."""
+    first_package = list(pkg_resources.working_set)[0]
+    installed_package = first_package.project_name
+    installed_version = first_package.version
+
+    with patch(
+        "homeassistant.util.package.pkg_resources.get_distribution",
+        side_effect=pkg_resources.ExtractionError,
+    ):
+        assert package.is_installed(installed_package)
+        assert package.is_installed(f"{installed_package}=={installed_version}")
+        assert package.is_installed(f"{installed_package}>={installed_version}")
+        assert package.is_installed(f"{installed_package}<={installed_version}")
+        assert not package.is_installed(f"{installed_package}<{installed_version}")
+
+
+def test_check_package_previous_failed_install():
+    """Test for when a previously install package failed and left cruft behind."""
+    first_package = list(pkg_resources.working_set)[0]
+    installed_package = first_package.project_name
+    installed_version = first_package.version
+
+    with patch(
+        "homeassistant.util.package.pkg_resources.get_distribution",
+        side_effect=pkg_resources.ExtractionError,
+    ), patch("homeassistant.util.package.version", return_value=None):
+        assert not package.is_installed(installed_package)
+        assert not package.is_installed(f"{installed_package}=={installed_version}")