diff --git a/pyproject.toml b/pyproject.toml
index ff8f1c1..70a2bec 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -26,6 +26,7 @@ ipython = "^8.4.0"
 wordlinator = "wordlinator.app:sync_main"
 update = "wordlinator.app:sync_update"
 show-user = "wordlinator.app:sync_show_user"
+show-missing = "wordlinator.app:sync_show_missing"
 
 [tool.mypy]
 ignore_missing_imports = true
diff --git a/wordlinator/app/__init__.py b/wordlinator/app/__init__.py
index 2938cac..347d9d2 100644
--- a/wordlinator/app/__init__.py
+++ b/wordlinator/app/__init__.py
@@ -12,7 +12,7 @@ import wordlinator.utils
 async def get_scores(
     wordle_day: wordlinator.utils.WordleDay = wordlinator.utils.WORDLE_TODAY,
 ):
-    users = wordlinator.sheets.SheetsClient().get_users()
+    users = wordlinator.sheets.SheetsClient(wordle_day=wordle_day).get_missing_names()
 
     twitter_client = wordlinator.twitter.TwitterClient(wordle_day=wordle_day)
 
@@ -81,6 +81,13 @@ async def show_user(username: str):
     rich.print(scores)
 
 
+async def show_missing(
+    wordle_day: wordlinator.utils.WordleDay = wordlinator.utils.WORDLE_TODAY,
+):
+    client = wordlinator.sheets.SheetsClient(wordle_day=wordle_day)
+    rich.print(client.get_missing_names())
+
+
 def _get_day():
     parser = argparse.ArgumentParser("wordlinator")
     days = parser.add_mutually_exclusive_group()
@@ -118,5 +125,10 @@ def sync_show_user():
     asyncio.run(show_user(args.username))
 
 
+def sync_show_missing():
+    wordle_day = _get_day()
+    asyncio.run(show_missing(wordle_day=wordle_day))
+
+
 if __name__ == "__main__":
     sync_main()
diff --git a/wordlinator/sheets/__init__.py b/wordlinator/sheets/__init__.py
index 0ad80a6..e4f78d5 100644
--- a/wordlinator/sheets/__init__.py
+++ b/wordlinator/sheets/__init__.py
@@ -99,6 +99,18 @@ class SheetsClient:
         scores = ranges[1].get("values", [])
         return self.score_dict(names, scores, completed_only=completed_only)
 
+    def get_missing_names(self):
+        if self.game_round is None:
+            raise ValueError(
+                "Cannot check missing names when day is not in a game round."
+            )
+        scores = self.get_scores()
+        missing_scores = []
+        for name, score_list in scores.items():
+            if len(score_list) < self.game_round or not score_list[self.game_round - 1]:
+                missing_scores.append(name)
+        return missing_scores
+
     def write_scores(self, score_dict):
         body = {"values": list(score_dict.values())}
         sheets = self.client.spreadsheets()