diff --git a/homeassistant/components/plex/__init__.py b/homeassistant/components/plex/__init__.py
index c83dfe133471c..01f80ed0d2ba9 100644
--- a/homeassistant/components/plex/__init__.py
+++ b/homeassistant/components/plex/__init__.py
@@ -164,7 +164,7 @@ async def async_play_on_sonos_service(service_call):
     def get_plex_account(plex_server):
         try:
             return plex_server.account
-        except plexapi.exceptions.Unauthorized:
+        except (plexapi.exceptions.BadRequest, plexapi.exceptions.Unauthorized):
             return None
 
     plex_account = await hass.async_add_executor_job(get_plex_account, plex_server)
diff --git a/homeassistant/components/plex/server.py b/homeassistant/components/plex/server.py
index 1a32e08bcf6aa..4a09cf7d33932 100644
--- a/homeassistant/components/plex/server.py
+++ b/homeassistant/components/plex/server.py
@@ -4,7 +4,7 @@
 import time
 from urllib.parse import urlparse
 
-from plexapi.exceptions import NotFound, Unauthorized
+from plexapi.exceptions import BadRequest, NotFound, Unauthorized
 import plexapi.myplex
 import plexapi.playqueue
 import plexapi.server
@@ -98,7 +98,7 @@ def account(self):
         if not self._plex_account and self._use_plex_tv:
             try:
                 self._plex_account = plexapi.myplex.MyPlexAccount(token=self._token)
-            except Unauthorized:
+            except (BadRequest, Unauthorized):
                 self._use_plex_tv = False
                 _LOGGER.error("Not authorized to access plex.tv with provided token")
                 raise