diff --git a/ols/locator/web.py b/ols/locator/web.py
index 011d0d7..eaa91a5 100644
--- a/ols/locator/web.py
+++ b/ols/locator/web.py
@@ -63,7 +63,7 @@ class WebLocator(LocatorBase):
                             'Unknown response with status code %d' % (
                                 response.status))
 
-            except Exception as e:
+            except aiohttp.ClientError as e:
                 log.warning('Failed to get location: ' + str(e))
                 return None, None