diff --git a/screenless/bureau/publications/publications.py b/screenless/bureau/publications/publications.py
index 34b2434..e01c07e 100644
--- a/screenless/bureau/publications/publications.py
+++ b/screenless/bureau/publications/publications.py
@@ -178,6 +178,9 @@ class Publications(Bureau):
             self.log.warning("Timeout fetching OpenGraph data from document %s",
                              url)
             return ogdata
+        except requests.exceptions.MissingSchema:
+            self.log.warning("Can't get OpenGraph data from bogus URL %s", url)
+            return ogdata
 
         html = lxml.html.document_fromstring(resp.text)