diff --git a/crawler.py b/crawler.py
index 8a70eee..4bbe7c3 100644
--- a/crawler.py
+++ b/crawler.py
@@ -310,9 +310,23 @@ def save_votes(bios, out):
     # Generate one markdown file per vote topic
     for key, votes in sorted(all_votes.items()):
         md = f"# {key}\n\n"
-        for name in sorted(votes, key=lambda n: votes[n]["party"]):
-            info = votes[name]
-            md += f"- {name} ({info['party']}): {info['vote']}\n"
+        # Group by party, then by vote result
+        by_party = {}
+        for name, info in votes.items():
+            party = info["party"]
+            if party not in by_party:
+                by_party[party] = {}
+            result = info["vote"]
+            if result not in by_party[party]:
+                by_party[party][result] = []
+            by_party[party][result].append(name)
+        for party in sorted(by_party):
+            md += f"## {party}\n\n"
+            for result in sorted(by_party[party]):
+                md += f"### {result}\n\n"
+                for name in sorted(by_party[party][result]):
+                    md += f"- {name}\n"
+                md += "\n"
         safe_name = re.sub(r'[/<>:"|?*]', "_", key)[:200]
         with open(f"{dir}/{safe_name}.md", "w", encoding="utf-8") as f:
             f.write(md)