diff --git a/swingmusic/__main__.py b/swingmusic/__main__.py
index d0236a39..a4acb5fe 100644
--- a/swingmusic/__main__.py
+++ b/swingmusic/__main__.py
@@ -110,7 +110,7 @@ def run(*args, **kwargs):
 
 def main():
     multiprocessing.freeze_support()
-    multiprocessing.set_start_method("spawn")
+    multiprocessing.set_start_method("fork")
     run()
 
 if __name__ == "__main__":
diff --git a/swingmusic/api/backup_and_restore.py b/swingmusic/api/backup_and_restore.py
index 771544c1..3fe3fea8 100644
--- a/swingmusic/api/backup_and_restore.py
+++ b/swingmusic/api/backup_and_restore.py
@@ -7,6 +7,7 @@ import shutil
 from time import time
 from flask_openapi3 import Tag
 from flask_openapi3 import APIBlueprint
+import sqlalchemy.exc
 from swingmusic.api.auth import admin_required
 
 from swingmusic.db.userdata import FavoritesTable, PlaylistTable, ScrobbleTable
@@ -96,6 +97,9 @@ def backup():
 
 
 class RestoreBackup:
+    # TODO: BACKUP AND RESTORE COLLECTIONS & MIXES!
+    # TODO: IMPROVE UX WHEN WAITING FOR RESTORE TO COMPLETE!
+
     def __init__(self, backup_dir: Path):
         self.backup_dir = backup_dir
         self.backup_file = backup_dir / "data.json"
@@ -114,8 +118,12 @@ class RestoreBackup:
         existing_hashes = set(fav.hash for fav in existing_favorites)
         new_favorites = [fav for fav in favorites if fav["hash"] not in existing_hashes]
 
-        if new_favorites:
-            FavoritesTable.insert_many(new_favorites)
+        for fav in new_favorites:
+            try:
+                FavoritesTable.insert_item(fav)
+            except sqlalchemy.exc.IntegrityError:
+                print("Integrity error, skipping favorite")
+                print(fav)
 
     def restore_playlists(self, playlists: list[dict]):
         existing_playlists = PlaylistTable.get_all()
@@ -124,8 +132,15 @@ class RestoreBackup:
             playlist for playlist in playlists if playlist["name"] not in existing_names
         ]
 
-        if new_playlists:
-            PlaylistTable.insert_many(new_playlists)
+        for playlist in new_playlists:
+            try:
+                if playlist.get("_score") is not None:
+                    del playlist["_score"]
+
+                PlaylistTable.add_one(playlist)
+            except sqlalchemy.exc.IntegrityError:
+                print("Integrity error, skipping playlist:")
+                print(playlist)
 
     def restore_scrobbles(self, scrobbles: list[dict]):
         existing_scrobbles = ScrobbleTable.get_all(0)
@@ -139,8 +154,13 @@ class RestoreBackup:
             if f"{scrobble['trackhash']}.{scrobble['timestamp']}" not in existing_hashes
         ]
 
-        if new_scrobbles:
-            ScrobbleTable.insert_many(new_scrobbles)
+        for scrobble in new_scrobbles:
+            try:
+                ScrobbleTable.add(scrobble)
+            except sqlalchemy.exc.IntegrityError:
+                print("Integrity error, skipping scrobble:")
+                print(scrobble)
+
 
 
 class RestoreBackupBody(BaseModel):
diff --git a/swingmusic/db/userdata.py b/swingmusic/db/userdata.py
index 525d7a33..1ae4db45 100644
--- a/swingmusic/db/userdata.py
+++ b/swingmusic/db/userdata.py
@@ -219,8 +219,11 @@ class FavoritesTable(Base):
         # guard against hash collisions for different item types
         item["hash"] = f"{item['type']}_{item['hash']}"
 
-        item["timestamp"] = int(datetime.datetime.now().timestamp())
-        item["userid"] = get_current_userid()
+        if item.get("timestamp") is None:
+            item["timestamp"] = int(datetime.datetime.now().timestamp())
+
+        if item.get("userid") is None:
+            item["userid"] = get_current_userid()
 
         return next(cls.execute(insert(cls).values(item), commit=True))
 
@@ -337,7 +340,9 @@ class ScrobbleTable(Base):
 
     @classmethod
     def add(cls, item: dict[str, Any]):
-        item["userid"] = get_current_userid()
+        if item.get("userid") is None:
+            item["userid"] = get_current_userid()
+
         return cls.insert_one(item)
 
     @classmethod
diff --git a/swingmusic/lib/recipes/because.py b/swingmusic/lib/recipes/because.py
index 453d2489..e8f241d3 100644
--- a/swingmusic/lib/recipes/because.py
+++ b/swingmusic/lib/recipes/because.py
@@ -29,6 +29,9 @@ class BecauseYouListened(HomepageRoutine):
                 MixesPlugin().get_because_items(list(entry.values()))
             )
 
+            if not because_you_listened_to_artist or not artists_you_might_like:
+                continue
+
             HomepageStore.entries[self.store_keys[0]].items[
                 user.id
             ] = because_you_listened_to_artist
diff --git a/swingmusic/plugins/mixes.py b/swingmusic/plugins/mixes.py
index dbcc6122..a5bb1799 100644
--- a/swingmusic/plugins/mixes.py
+++ b/swingmusic/plugins/mixes.py
@@ -531,7 +531,23 @@ class MixesPlugin(Plugin):
         artists: dict[str, list[dict[str, str | int]]] = {}
         albums: dict[str, list[dict[str, str | int]]] = {}
 
-        for mix in mixes:
+        pivot_artist = None
+        pivot_artist_index = None
+
+        # Get pivot artist
+        for index, mix in enumerate(mixes):
+            artist = ArtistStore.artistmap.get(mix.extra["artisthash"])
+            if not artist:
+                continue
+
+            pivot_artist = artist.artist
+            pivot_artist_index = index
+            break
+
+        if not pivot_artist:
+            return None, None
+
+        for mix in mixes[pivot_artist_index:]:
             mix_artisthash = mix.extra["artisthash"]
             artists.setdefault(mix_artisthash, [])
             albums.setdefault(mix_artisthash, [])
@@ -582,11 +598,10 @@ class MixesPlugin(Plugin):
                 reverse=True,
             )
 
-        artisthash = mixes[0].extra["artisthash"]
         because_you_listened_to_artist = {
             "title": "Because you listened to "
-            + ArtistStore.artistmap[artisthash].artist.name,
-            "items": albums[artisthash][:15],
+            + pivot_artist.name,
+            "items": albums[pivot_artist.artisthash][:15],
         }
 
         # Flatten list of artists and remove duplicates by artisthash
@@ -601,7 +616,7 @@ class MixesPlugin(Plugin):
 
         artists_you_might_like = {
             "title": "Artists you might like",
-            "items": artists[artisthash][:15],
+            "items": artists[pivot_artist.artisthash][:15],
         }
 
         return because_you_listened_to_artist, artists_you_might_like