diff --git a/vrobbler/apps/videogames/scrapers.py b/vrobbler/apps/videogames/scrapers.py
index d957d86..3f1f2f6 100644
--- a/vrobbler/apps/videogames/scrapers.py
+++ b/vrobbler/apps/videogames/scrapers.py
@@ -28,7 +28,10 @@ def scrape_game_name_from_adb(name: str) -> str:
     title = ""
     headers = {"User-Agent": "Vrobbler 0.11.12"}
     url = MAME_LOOKUP_URL.format(query=name)
-    resp = requests.get(url, headers=headers)
+    try:
+        resp = requests.get(url, headers=headers)
+    except ConnectionError:
+        raise GameNotFound(f"Lookup failed with code {resp.status_code}")
     if not resp.ok:
         raise GameNotFound(f"Lookup failed with code {resp.status_code}")