diff --git a/designate/api/v2/controllers/recordsets.py b/designate/api/v2/controllers/recordsets.py
index 3d72dd68..ceb719e3 100644
--- a/designate/api/v2/controllers/recordsets.py
+++ b/designate/api/v2/controllers/recordsets.py
@@ -53,6 +53,10 @@ class RecordSetsController(rest.RestController):
         request = pecan.request
         context = request.environ['context']
 
+        # NOTE: We need to ensure the domain actually exists, otherwise we may
+        #       return deleted recordsets instead of a domain not found
+        self.central_api.get_domain(context, zone_id)
+
         # Extract the pagination params
         marker, limit, sort_key, sort_dir = self._get_paging_params(params)
 
diff --git a/designate/tests/test_api/test_v2/test_recordsets.py b/designate/tests/test_api/test_v2/test_recordsets.py
index e87cf80a..5ad855cf 100644
--- a/designate/tests/test_api/test_v2/test_recordsets.py
+++ b/designate/tests/test_api/test_v2/test_recordsets.py
@@ -225,13 +225,29 @@ class ApiV2RecordSetsTest(ApiV2TestCase):
     def test_get_recordsets_invalid_id(self):
         self._assert_invalid_uuid(self.client.get, '/zones/%s/recordsets')
 
-    @patch.object(central_service.Service, 'find_recordsets',
+    @patch.object(central_service.Service, 'get_domain',
                   side_effect=messaging.MessagingTimeout())
     def test_get_recordsets_timeout(self, _):
         url = '/zones/ba751950-6193-11e3-949a-0800200c9a66/recordsets'
 
         self._assert_exception('timeout', 504, self.client.get, url)
 
+    def test_get_deleted_recordsets(self):
+        zone = self.create_domain(fixture=1)
+        self.create_recordset(zone)
+        url = '/zones/%s/recordsets' % zone['id']
+
+        response = self.client.get(url)
+
+        # Check the headers are what we expect
+        self.assertEqual(200, response.status_int)
+
+        # now delete the domain and get the recordsets
+        self.client.delete('/zones/%s' % zone['id'], status=204)
+
+        # Check that we get a domain_not_found error
+        self._assert_exception('domain_not_found', 404, self.client.get, url)
+
     def test_get_recordset(self):
         # Create a recordset
         recordset = self.create_recordset(self.domain)