diff --git a/synapse/push/action_generator.py b/synapse/push/action_generator.py
index 508eeaed9..870c68a0c 100644
--- a/synapse/push/action_generator.py
+++ b/synapse/push/action_generator.py
@@ -19,7 +19,6 @@ import push_rule_evaluator
 
 import logging
 
-
 logger = logging.getLogger(__name__)
 
 
@@ -42,6 +41,9 @@ class ActionGenerator:
             evaluator = yield push_rule_evaluator.\
                 evaluator_for_user_name_and_profile_tag(
                     uid, None, event['room_id'], self.store
-            )
+                )
             actions = yield evaluator.actions_for_event(event)
             logger.info("actions for user %s: %s", uid, actions)
+            self.store.set_actions_for_event(
+                event['event_id'], uid, None, actions
+            )
diff --git a/synapse/storage/__init__.py b/synapse/storage/__init__.py
index c46b653f1..a112dd237 100644
--- a/synapse/storage/__init__.py
+++ b/synapse/storage/__init__.py
@@ -33,6 +33,7 @@ from .pusher import PusherStore
 from .push_rule import PushRuleStore
 from .media_repository import MediaRepositoryStore
 from .rejections import RejectionsStore
+from .event_actions import EventActionsStore
 
 from .state import StateStore
 from .signatures import SignatureStore
@@ -75,6 +76,7 @@ class DataStore(RoomMemberStore, RoomStore,
                 SearchStore,
                 TagsStore,
                 AccountDataStore,
+                EventActionsStore
                 ):
 
     def __init__(self, hs):
diff --git a/synapse/storage/event_actions.py b/synapse/storage/event_actions.py
new file mode 100644
index 000000000..593b1714c
--- /dev/null
+++ b/synapse/storage/event_actions.py
@@ -0,0 +1,41 @@
+# -*- coding: utf-8 -*-
+# Copyright 2014 OpenMarket Ltd
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from ._base import SQLBaseStore
+from twisted.internet import defer
+
+import logging
+import simplejson as json
+
+logger = logging.getLogger(__name__)
+
+
+class EventActionsStore(SQLBaseStore):
+    @defer.inlineCallbacks
+    def set_actions_for_event(self, event_id, user_id, profile_tag, actions):
+        actionsJson = json.dumps(actions)
+
+        ret = yield self.runInteraction(
+            "_set_actions_for_event",
+            self._simple_upsert_txn,
+            EventActionsTable.table_name,
+            {'event_id': event_id, 'user_id': user_id, 'profile_tag': profile_tag},
+            {'actions': actionsJson}
+        )
+        defer.returnValue(ret)
+
+
+class EventActionsTable(object):
+    table_name = "event_actions"
diff --git a/synapse/storage/schema/delta/27/event_actions.sql b/synapse/storage/schema/delta/27/event_actions.sql
new file mode 100644
index 000000000..1246823a0
--- /dev/null
+++ b/synapse/storage/schema/delta/27/event_actions.sql
@@ -0,0 +1,25 @@
+/* Copyright 2015 OpenMarket Ltd
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+CREATE TABLE IF NOT EXISTS event_actions(
+    event_id TEXT NOT NULL,
+    user_id TEXT NOT NULL,
+    profile_tag VARCHAR(32),
+    actions TEXT NOT NULL,
+    CONSTRAINT event_id_user_id_profile_tag_uniqueness UNIQUE (event_id, user_id, profile_tag)
+);
+
+
+CREATE INDEX event_actions_event_id_user_id_profile_tag on event_actions(event_id, user_id, profile_tag);