diff --git a/src/backend/backend.py b/src/backend/backend.py
index fb24bd49..28d46ee4 100644
--- a/src/backend/backend.py
+++ b/src/backend/backend.py
@@ -150,12 +150,13 @@ class Backend:
                 for i, account in enumerate(self.models["accounts"].values())
             ) + 1
 
+        account = Account(client.user_id, order)
+
         self.clients[client.user_id]            = client
-        self.models["accounts"][client.user_id] = Account(
-            client.user_id,
-            order,
-            presence = Presence.State.online,
-        )
+        self.models["accounts"][client.user_id] = account
+
+        presence = self.presences.setdefault(client.user_id, Presence())
+        presence.members["account", client.user_id] = account
 
         return client.user_id
 
@@ -167,7 +168,7 @@ class Backend:
         device_id:  str,
         homeserver: str = "https://matrix.org",
         order:      int = -1,
-        presence:   str = "online",
+        state:      str = "online",
     ) -> None:
         """Create and register a `MatrixClient` with known account details."""
 
@@ -176,10 +177,15 @@ class Backend:
             user=user_id, homeserver=homeserver, device_id=device_id,
         )
 
-        self.clients[user_id]            = client
-        self.models["accounts"][user_id] = Account(user_id, order)
+        account = Account(user_id, order)
 
-        await client.resume(user_id, token, device_id, presence)
+        self.clients[user_id]            = client
+        self.models["accounts"][user_id] = account
+
+        presence = self.presences.setdefault(user_id, Presence())
+        presence.members["account", user_id] = account
+
+        await client.resume(user_id, token, device_id, state)
 
 
     async def load_saved_accounts(self) -> List[str]:
@@ -192,7 +198,7 @@ class Backend:
                 device_id  = info["device_id"],
                 homeserver = info["homeserver"],
                 order      = info.get("order", -1),
-                presence   = info.get("presence", "online"),
+                state      = info.get("presence", "online"),
             )
             return user_id
 
diff --git a/src/backend/matrix_client.py b/src/backend/matrix_client.py
index 615543ca..9308f883 100644
--- a/src/backend/matrix_client.py
+++ b/src/backend/matrix_client.py
@@ -246,14 +246,14 @@ class MatrixClient(nio.AsyncClient):
         user_id:   str,
         token:     str,
         device_id: str,
-        presence:  str = "online",
+        state:     str = "online",
     ) -> None:
         """Login to the server using an existing access token."""
 
         response = nio.LoginResponse(user_id, device_id, token)
         await self.receive_response(response)
 
-        asyncio.ensure_future(self.set_presence(presence))
+        await self.set_presence(state)
         self.start_task = asyncio.ensure_future(self._start())
 
 
@@ -1222,9 +1222,10 @@ class MatrixClient(nio.AsyncClient):
 
         await super().set_presence("offline" if presence == "invisible"
                                              else presence)
-        self.models["accounts"][self.user].presence = Presence.State(presence)
 
-        await self.backend.saved_accounts.add(self.user)
+        if presence == "invisible":
+            self.models["accounts"][self.user_id].presence = \
+                Presence.State.invisible
 
 
     async def import_keys(self, infile: str, passphrase: str) -> None:
diff --git a/src/backend/models/items.py b/src/backend/models/items.py
index d893a9f0..41f231f1 100644
--- a/src/backend/models/items.py
+++ b/src/backend/models/items.py
@@ -56,15 +56,24 @@ class Presence():
     last_active_ago:  int      = -1
     status_msg:       str      = ""
 
-    members: Dict[Tuple[str, str], "Member"] = field(default_factory=dict)
+    members: Dict[Tuple[str, str], Union["Member", "Account"]] = \
+        field(default_factory=dict)
 
     def update_members(self):
         for member in self.members.values():
+            if (
+                member.presence == self.State.invisible
+            ) and (
+                self.presence   == self.State.offline
+            ):
+                continue
+
             member.presence         = self.presence
             member.status_msg       = self.status_msg
             member.last_active_ago  = self.last_active_ago
             member.currently_active = self.currently_active
 
+
 @dataclass
 class Account(ModelItem):
     """A logged in matrix account."""
@@ -81,7 +90,10 @@ class Account(ModelItem):
     local_unreads:    bool     = False
     local_highlights: bool     = False
 
-    presence: Presence.State = Presence.State.offline
+    presence:         Presence.State   = Presence.State.offline
+    currently_active: bool             = False
+    last_active_ago:  int              = -1
+    status_msg:       str              = ""
 
     def __lt__(self, other: "Account") -> bool:
         """Sort by order, then by user ID."""
diff --git a/src/backend/nio_callbacks.py b/src/backend/nio_callbacks.py
index ae7a84c4..840dd2a0 100644
--- a/src/backend/nio_callbacks.py
+++ b/src/backend/nio_callbacks.py
@@ -609,4 +609,8 @@ class NioCallbacks:
                 presence.members[room_id, ev.user_id] = member
 
         presence.update_members()
+
+        if ev.user_id in self.models["accounts"]:
+            await self.client.backend.saved_accounts.add(ev.user_id)
+
         self.client.backend.presences[ev.user_id] = presence