diff --git a/tests/unit/test__signing.py b/tests/unit/test__signing.py
index c3b911f1d..c2c8eba54 100644
--- a/tests/unit/test__signing.py
+++ b/tests/unit/test__signing.py
@@ -778,8 +778,11 @@ def dummy_service_account():
     return _DUMMY_SERVICE_ACCOUNT
 
 
+_API_ACCESS_ENDPOINT = "https://storage.googleapis.com"
+
+
 def _run_conformance_test(
-    resource, test_data, api_access_endpoint="https://storage.googleapis.com"
+    resource, test_data, api_access_endpoint=_API_ACCESS_ENDPOINT
 ):
     credentials = dummy_service_account()
     url = Test_generate_signed_url_v4._call_fut(
@@ -804,13 +807,14 @@ def test_conformance_client(test_data):
 
 @pytest.mark.parametrize("test_data", _BUCKET_TESTS)
 def test_conformance_bucket(test_data):
+    global _API_ACCESS_ENDPOINT
     if "urlStyle" in test_data and test_data["urlStyle"] == "BUCKET_BOUND_HOSTNAME":
-        api_access_endpoint = "{scheme}://{bucket_bound_hostname}".format(
+        _API_ACCESS_ENDPOINT = "{scheme}://{bucket_bound_hostname}".format(
             scheme=test_data["scheme"],
             bucket_bound_hostname=test_data["bucketBoundHostname"],
         )
         resource = "/"
-        _run_conformance_test(resource, test_data, api_access_endpoint)
+        _run_conformance_test(resource, test_data, _API_ACCESS_ENDPOINT)
     else:
         resource = "/{}".format(test_data["bucket"])
         _run_conformance_test(resource, test_data)
@@ -818,15 +822,22 @@ def test_conformance_bucket(test_data):
 
 @pytest.mark.parametrize("test_data", _BLOB_TESTS)
 def test_conformance_blob(test_data):
-    if "urlStyle" in test_data and test_data["urlStyle"] == "BUCKET_BOUND_HOSTNAME":
-        api_access_endpoint = "{scheme}://{bucket_bound_hostname}".format(
-            scheme=test_data["scheme"],
-            bucket_bound_hostname=test_data["bucketBoundHostname"],
-        )
+    global _API_ACCESS_ENDPOINT
+    if "urlStyle" in test_data:
+        if test_data["urlStyle"] == "BUCKET_BOUND_HOSTNAME":
+            _API_ACCESS_ENDPOINT = "{scheme}://{bucket_bound_hostname}".format(
+                scheme=test_data["scheme"],
+                bucket_bound_hostname=test_data["bucketBoundHostname"],
+            )
+
+        # For the VIRTUAL_HOSTED_STYLE
+        else:
+            _API_ACCESS_ENDPOINT = "{scheme}://{bucket_name}.storage.googleapis.com".format(
+                scheme=test_data["scheme"], bucket_name=test_data["bucket"]
+            )
         resource = "/{}".format(test_data["object"])
-        _run_conformance_test(resource, test_data, api_access_endpoint)
+        _run_conformance_test(resource, test_data, _API_ACCESS_ENDPOINT)
     else:
-
         resource = "/{}/{}".format(test_data["bucket"], test_data["object"])
         _run_conformance_test(resource, test_data)
 
diff --git a/tests/unit/url_signer_v4_test_data.json b/tests/unit/url_signer_v4_test_data.json
index a43fc5cd5..2c587f737 100644
--- a/tests/unit/url_signer_v4_test_data.json
+++ b/tests/unit/url_signer_v4_test_data.json
@@ -168,5 +168,19 @@
         "scheme": "https",
         "urlStyle": "BUCKET_BOUND_HOSTNAME",
         "bucketBoundHostname": "mydomain.tld"
+    },
+
+    {
+      "description": "Virtual Hosted Style",
+      "bucket": "test-bucket",
+      "object": "test-object",
+      "method": "GET",
+      "expiration": 10,
+      "timestamp": "20190201T090000Z",
+      "expectedUrl": "https://test-bucket.storage.googleapis.com/test-object?X-Goog-Algorithm=GOOG4-RSA-SHA256&X-Goog-Credential=test-iam-credentials%40dummy-project-id.iam.gserviceaccount.com%2F20190201%2Fauto%2Fstorage%2Fgoog4_request&X-Goog-Date=20190201T090000Z&X-Goog-Expires=10&X-Goog-SignedHeaders=host&X-Goog-Signature=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",
+      "scheme": "https",
+      "urlStyle": "VIRTUAL_HOSTED_STYLE",
+      "expectedCanonicalRequest": "GET\n/test-object\nX-Goog-Algorithm=GOOG4-RSA-SHA256&X-Goog-Credential=test-iam-credentials%40dummy-project-id.iam.gserviceaccount.com%2F20190201%2Fauto%2Fstorage%2Fgoog4_request&X-Goog-Date=20190201T090000Z&X-Goog-Expires=10&X-Goog-SignedHeaders=host\nhost:test-bucket.storage.googleapis.com\n\nhost\nUNSIGNED-PAYLOAD",
+      "expectedStringToSign": "GOOG4-RSA-SHA256\n20190201T090000Z\n20190201/auto/storage/goog4_request\n89eeae48258eccdcb1f592fb908008e3f5d36a949c002c1e614c94356dc18fc6"
     }
 ]