diff --git a/app/api/search.py b/app/api/search.py
index 05fcafc9..f3dfe82b 100644
--- a/app/api/search.py
+++ b/app/api/search.py
@@ -11,6 +11,7 @@ from flask_openapi3 import APIBlueprint
 from app import models
 from app.api.apischemas import GenericLimitSchema
 from app.lib import searchlib
+from app.serializers.artist import serialize_for_cards
 from app.settings import Defaults
 from app.store.tracks import TrackStore
 
@@ -61,7 +62,8 @@ class Search:
         """Calls :class:`SearchArtists` which returns the artists that fuzzily match
         the search term. Then adds them to the `SearchResults` store.
         """
-        return searchlib.SearchArtists(self.query)()
+        artists = searchlib.SearchArtists(self.query)()
+        return serialize_for_cards(artists)
 
     def search_albums(self):
         """Calls :class:`SearchAlbums` which returns the albums that fuzzily match
diff --git a/app/db/userdata.py b/app/db/userdata.py
index e34da242..c0884b15 100644
--- a/app/db/userdata.py
+++ b/app/db/userdata.py
@@ -519,16 +519,10 @@ class LibDataTable(Base):
 
     @classmethod
     def get_all_colors(cls, type: str) -> Iterable[dict[str, str]]:
-        result = cls.execute(
-            select(cls.itemhash, cls.color).where(cls.itemtype == type)
-        )
-        # return [
-        #     {"itemhash": r[0].replace(type, ""), "color": r[1]}
-        #     for r in result.fetchall()
-        # ]
+        result = cls.execute(select(cls).where(cls.itemtype == type))
 
         for i in next(result).scalars():
-            yield {"itemhash": i[0].replace(type, ""), "color": i[1]}
+            yield {"itemhash": i.itemhash.replace(type, ""), "color": i.color}
 
 
 class MixTable(Base):
diff --git a/app/lib/colorlib.py b/app/lib/colorlib.py
index 8d6b53f8..255a1967 100644
--- a/app/lib/colorlib.py
+++ b/app/lib/colorlib.py
@@ -113,6 +113,7 @@ class ProcessArtistColors:
                 )
 
             record = LibDataTable.find_one(artisthash, "artist")
+            print(record)
             if (record is not None) and (record.color is not None):
                 continue
 
diff --git a/app/lib/home/get_recently_played.py b/app/lib/home/get_recently_played.py
index 79bde7d4..3637d013 100644
--- a/app/lib/home/get_recently_played.py
+++ b/app/lib/home/get_recently_played.py
@@ -39,9 +39,4 @@ def get_recently_played(
 
         iterations += 1
 
-    if iterations == max_iterations:
-        print(
-            f"Warning: Reached maximum iterations ({max_iterations}) while fetching recently played items"
-        )
-
     return items
\ No newline at end of file
diff --git a/app/lib/searchlib.py b/app/lib/searchlib.py
index d2bf65b9..2ae16762 100644
--- a/app/lib/searchlib.py
+++ b/app/lib/searchlib.py
@@ -4,7 +4,7 @@ This library contains all the functions related to the search functionality.
 
 from typing import Any, Generator, List, TypeVar
 
-from rapidfuzz import process, utils
+from rapidfuzz import process, utils, fuzz
 from unidecode import unidecode
 
 from app import models
@@ -13,11 +13,14 @@ from app.config import UserConfig
 # from app.db.libdata import AlbumTable, ArtistTable, TrackTable
 
 # from app.db.sqlite.favorite import SQLiteFavoriteMethods as favdb
+from app.models.album import Album
+from app.models.artist import Artist
 from app.models.enums import FavType
+from app.models.playlist import Playlist
 from app.models.track import Track
 from app.serializers.album import serialize_for_card as serialize_album
 from app.serializers.album import serialize_for_card_many as serialize_albums
-from app.serializers.artist import serialize_for_cards
+from app.serializers.artist import serialize_for_card, serialize_for_cards
 from app.serializers.track import serialize_track, serialize_tracks
 
 from app.store.albums import AlbumStore
@@ -35,10 +38,10 @@ class Cutoff:
     Holds all the default cutoff values.
     """
 
-    tracks: int = 75
-    albums: int = 75
-    artists: int = 75
-    playlists: int = 75
+    tracks: int = 50
+    albums: int = 50
+    artists: int = 50
+    playlists: int = 50
 
 
 class Limit:
@@ -57,21 +60,28 @@ class SearchTracks:
         self.query = query
         self.tracks = TrackStore.get_flat_list()
 
-    def __call__(self) -> List[models.Track]:
+    def __call__(self, limit: int = Limit.tracks) -> List[models.Track]:
         """
         Gets all songs with a given title.
         """
 
-        track_titles = [unidecode(track.og_title).lower() for track in self.tracks]
+        track_titles = [unidecode(track.title).lower() for track in self.tracks]
         results = process.extract(
             self.query,
             track_titles,
             score_cutoff=Cutoff.tracks,
-            limit=Limit.tracks,
+            limit=limit,
             processor=utils.default_process,
+            scorer=fuzz.WRatio,
         )
 
-        tracks = [self.tracks[i[2]] for i in results]
+        tracks: list[Track] = []
+
+        for item in results:
+            track = self.tracks[item[2]]
+            track._score = item[1]
+            tracks.append(track)
+
         return remove_duplicates(tracks)
 
 
@@ -80,21 +90,29 @@ class SearchArtists:
         self.query = query
         self.artists = ArtistStore.get_flat_list()
 
-    def __call__(self):
+    def __call__(self, limit: int = Limit.artists):
         """
         Gets all artists with a given name.
         """
-        artists = [unidecode(a.name).lower() for a in self.artists]
+        choices = [unidecode(a.name).lower() for a in self.artists]
 
         results = process.extract(
             self.query,
-            artists,
+            choices,
             score_cutoff=Cutoff.artists,
-            limit=Limit.artists,
+            limit=limit,
             processor=utils.default_process,
+            scorer=fuzz.WRatio,
         )
 
-        return [self.artists[i[2]] for i in results]
+        artists: list[Artist] = []
+
+        for item in results:
+            artist = self.artists[item[2]]
+            artist._score = item[1]
+            artists.append(artist)
+
+        return artists
 
 
 class SearchAlbums:
@@ -102,22 +120,30 @@ class SearchAlbums:
         self.query = query
         self.albums = AlbumStore.get_flat_list()
 
-    def __call__(self) -> List[models.Album]:
+    def __call__(self, limit: int = Limit.albums):
         """
         Gets all albums with a given title.
         """
 
-        albums = [unidecode(a.og_title).lower() for a in self.albums]
+        choices = [unidecode(a.title).lower() for a in self.albums]
 
         results = process.extract(
             self.query,
-            albums,
+            choices,
             score_cutoff=Cutoff.albums,
-            limit=Limit.albums,
+            limit=limit,
             processor=utils.default_process,
+            scorer=fuzz.token_sort_ratio,
         )
 
-        return [self.albums[i[2]] for i in results]
+        albums: list[Album] = []
+
+        for item in results:
+            album = self.albums[item[2]]
+            album._score = item[1]
+            albums.append(album)
+
+        return albums
 
 
 class SearchPlaylists:
@@ -125,22 +151,28 @@ class SearchPlaylists:
         self.playlists = playlists
         self.query = query
 
-    def __call__(self) -> List[models.Playlist]:
-        playlists = [p.name for p in self.playlists]
+    def __call__(self, limit: int = Limit.playlists):
+        choices = [p.name for p in self.playlists]
         results = process.extract(
             self.query,
-            playlists,
+            choices,
             score_cutoff=Cutoff.playlists,
-            limit=Limit.playlists,
+            limit=limit,
             processor=utils.default_process,
+            scorer=fuzz.WRatio,
         )
 
-        return [self.playlists[i[2]] for i in results]
+        playlists: list[Playlist] = []
+
+        for item in results:
+            playlist = self.playlists[item[2]]
+            playlist._score = item[1]
+            playlists.append(playlist)
+
+        return playlists
 
 
 _type = models.Track | models.Album | models.Artist
-_S2 = TypeVar("_S2")
-_ResultType = int | float
 
 
 def get_titles(items: list[_type]):
@@ -169,108 +201,45 @@ class TopResults:
 
         all_items.extend(ArtistStore.get_flat_list())
         all_items.extend(TrackStore.get_flat_list())
-        all_items.extend(TrackStore.get_flat_list())
+        all_items.extend(AlbumStore.get_flat_list())
 
         return all_items, get_titles(all_items)
 
     @staticmethod
-    def get_results(items: Generator[str, Any, None], query: str):
-        items = list(items)
-
-        results = process.extract(
-            query=query, choices=items, score_cutoff=Cutoff.tracks, limit=1
-        )
-
-        return results
-
-    @staticmethod
-    def map_with_type(item: _type):
-        """
-        Map the results to their respective types.
-        """
-        if isinstance(item, models.Track):
-            return {"type": "track", "item": item}
-
-        if isinstance(item, models.Album):
-            tracks = TrackStore.get_tracks_by_albumhash(item.albumhash)
-            tracks = remove_duplicates(tracks)
-
-            try:
-                item.duration = sum((t.duration for t in tracks))
-            except AttributeError:
-                item.duration = 0
-
-            item.check_type(
-                tracks, singleTrackAsSingle=UserConfig().showAlbumsAsSingles
-            )
-
-            return {"type": "album", "item": item}
-
-        if isinstance(item, models.Artist):
-            track_count = 0
-            duration = 0
-
-            tracks = TrackStore.get_tracks_by_artisthash(item.artisthash)
-            tracks = remove_duplicates(tracks)
-
-            for track in tracks:
-                track_count += 1
-                duration += track.duration
-
-            return {"type": "artist", "item": item}
-
-    @staticmethod
-    def get_track_items(item: dict[str, _type], query: str, limit=5):
+    def get_track_items(item: Track | Album | Artist, limit=5):
         tracks: list[Track] = []
 
-        if item["type"] == "track":
-            tracks.extend(SearchTracks(query)())
+        # INFO: If the item is a track, return empty list
+        # to be filled by the results from the top search
+        if isinstance(item, Track):
+            return tracks
 
-        if item["type"] == "album":
-            t = TrackStore.get_tracks_by_albumhash(item["item"].albumhash)
-            t.sort(key=lambda x: x.last_mod)
+        # INFO: If the item is an album, get the tracks from the album
+        if isinstance(item, Album):
+            tracks = TrackStore.get_tracks_by_albumhash(item.albumhash)[:limit]
+            tracks.sort(key=lambda x: x.playduration, reverse=True)
+            return tracks
 
-            # if there are less than the limit, get more tracks
-            if len(t) < limit:
-                remainder = limit - len(t)
-                more_tracks = SearchTracks(query)()
-                t.extend(more_tracks[:remainder])
+        # INFO: If the item is an artist, get the tracks from the artist
+        if isinstance(item, Artist):
+            tracks = TrackStore.get_tracks_by_artisthash(item.artisthash)[:limit]
+            tracks.sort(key=lambda x: x.playduration, reverse=True)
 
-            tracks.extend(t)
-
-        if item["type"] == "artist":
-            # t = TrackStore.get_tracks_by_artisthash(item["item"].artisthash)
-            t = TrackStore.get_tracks_by_artisthash(item["item"].artisthash)
-
-            # if there are less than the limit, get more tracks
-            if len(t) < limit:
-                remainder = limit - len(t)
-                more_tracks = SearchTracks(query)()
-                t.extend(more_tracks[:remainder])
-
-            tracks.extend(t)
-
-        return tracks[:limit]
+        return tracks
 
     @staticmethod
-    def get_album_items(item: dict[str, _type], query: str, limit=6):
-        if item["type"] == "track":
-            return SearchAlbums(query)()[:limit]
+    def get_album_items(item: Track | Album | Artist, limit=6):
+        albums: list[Album] = []
 
-        if item["type"] == "album":
-            return SearchAlbums(query)()[:limit]
+        # INFO: If the item is a track or album, search for albums
+        if isinstance(item, Track) or isinstance(item, Album):
+            return albums
 
-        if item["type"] == "artist":
-            # albums = AlbumStore.get_albums_by_artisthash(item["item"].artisthash)
-            albums = AlbumStore.get_albums_by_artisthash(item["item"].artisthash)
+        # INFO: If the item is an artist, get the albums from the artist
+        if isinstance(item, Artist):
+            albums = AlbumStore.get_albums_by_artisthash(item.artisthash)[:limit]
 
-            # if there are less than the limit, get more albums
-            if len(albums) < limit:
-                remainder = limit - len(albums)
-                more_albums = SearchAlbums(query)()
-                albums.extend(more_albums[:remainder])
-
-            return albums[:limit]
+        return albums
 
     @staticmethod
     def search(
@@ -279,56 +248,77 @@ class TopResults:
         albums_only=False,
         tracks_only=False,
     ):
-        items, titles = TopResults.collect_all()
-        results = TopResults.get_results(titles, query)
-
         tracks_limit = Limit.tracks if tracks_only else 4
         albums_limit = Limit.albums if albums_only else limit
         artists_limit = limit
 
-        # map results to their respective items
-        try:
-            result = [items[i[2]] for i in results][0]
-        except IndexError:
+        # INFO: Individually search all stores as each type has a different scorer
+        tracks = SearchTracks(query)(limit=tracks_limit) if not albums_only else []
+        albums = SearchAlbums(query)(limit=albums_limit)
+        artists = SearchArtists(query)(limit=artists_limit)
+
+        # INFO: Combine all results and sort them by score
+        all_results = artists + tracks + albums
+        all_results = sorted(all_results, key=lambda x: int(x._score), reverse=True)
+
+        # INFO: Get the top result
+        top_result = all_results[0]
+        top_tracks = []
+
+        if not albums_only:
+            top_tracks = TopResults.get_track_items(top_result, limit=tracks_limit)
+
+            # INFO: If there are not enough tracks, fill with search results
+            if len(top_tracks) < tracks_limit:
+                found_tracks_set = {track.trackhash for track in top_tracks}
+
+                for track in tracks:
+                    if track.trackhash not in found_tracks_set:
+                        top_tracks.append(track)
+
+                    if len(top_tracks) >= tracks_limit:
+                        break
+
+            top_tracks = serialize_tracks(top_tracks)
+
             if tracks_only:
-                return []
+                return top_tracks
 
-            if albums_only:
-                return []
+        top_albums = TopResults.get_album_items(top_result, limit=albums_limit)
 
-            return {
-                "top_result": None,
-                "tracks": [],
-                "artists": [],
-                "albums": [],
-            }
+        # INFO: If there are not enough albums, fill with search results
+        if len(top_albums) < albums_limit:
+            found_albums_set = {album.albumhash for album in top_albums}
 
-        result = TopResults.map_with_type(result)
+            for album in albums:
+                if album.albumhash not in found_albums_set:
+                    top_albums.append(album)
 
-        top_tracks = TopResults.get_track_items(result, query, limit=tracks_limit)
-        top_tracks = serialize_tracks(top_tracks)
+                    if len(top_albums) >= albums_limit:
+                        break
 
-        if tracks_only:
-            return top_tracks
-
-        albums = TopResults.get_album_items(result, query, limit=albums_limit)
-        albums = serialize_albums(albums)
+        top_albums = serialize_albums(top_albums)
 
         if albums_only:
-            return albums
+            return top_albums
 
-        artists = SearchArtists(query)()[:artists_limit]
         artists = serialize_for_cards(artists)
 
-        if result["type"] == "track":
-            result["item"] = serialize_track(result["item"])
+        if isinstance(top_result, Track):
+            top_result = serialize_track(top_result)
+            top_result["type"] = "track"
 
-        if result["type"] == "album":
-            result["item"] = serialize_album(result["item"])
+        if isinstance(top_result, Album):
+            top_result = serialize_album(top_result)
+            top_result["type"] = "album"
+
+        if isinstance(top_result, Artist):
+            top_result = serialize_for_card(top_result)
+            top_result["type"] = "artist"
 
         return {
-            "top_result": result,
+            "top_result": top_result,
             "tracks": top_tracks,
             "artists": artists,
-            "albums": albums,
+            "albums": top_albums,
         }
diff --git a/app/models/album.py b/app/models/album.py
index 5a5714bc..f835b6e0 100644
--- a/app/models/album.py
+++ b/app/models/album.py
@@ -35,6 +35,7 @@ class Album:
     id: int = -1
     type: str = "album"
     image: str = ""
+    _score: float = 0
     versions: list[str] = dataclasses.field(default_factory=list)
     fav_userids: list[int] = dataclasses.field(default_factory=list)
     weakhash: str = ""
diff --git a/app/models/artist.py b/app/models/artist.py
index 59ae76f4..7284f81f 100644
--- a/app/models/artist.py
+++ b/app/models/artist.py
@@ -54,6 +54,7 @@ class Artist:
 
     id: int = -1
     image: str = ""
+    _score: float = 0
 
     color: str = ""
     fav_userids: list[int] = dataclasses.field(default_factory=list)
diff --git a/app/models/playlist.py b/app/models/playlist.py
index 47423f29..56c6d1f0 100644
--- a/app/models/playlist.py
+++ b/app/models/playlist.py
@@ -27,7 +27,7 @@ class Playlist:
     has_image: bool = False
     images: list[dict[str, str]] = dataclasses.field(default_factory=list)
     pinned: bool = False
-
+    _score: float = 0
     def __post_init__(self):
         self.count = len(self.trackhashes)
 
diff --git a/app/models/track.py b/app/models/track.py
index 9d6958ba..13263efd 100644
--- a/app/models/track.py
+++ b/app/models/track.py
@@ -50,6 +50,7 @@ class Track:
     _pos: int = 0
     _ati: str = ""
     image: str = ""
+    _score: float = 0
     explicit: bool = False
     fav_userids: list[int] = field(default_factory=list)
 
diff --git a/pyproject.toml b/pyproject.toml
index 72ae7561..add46605 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -12,7 +12,6 @@ dependencies = [
     "requests>=2.27.1",
     "colorgram.py>=1.2.0",
     "tqdm>=4.65.0",
-    "rapidfuzz==2.13.7",
     "tinytag>=2.0.0",
     "Unidecode>=1.3.6",
     "psutil>=5.9.4",
@@ -33,6 +32,7 @@ dependencies = [
     "schedule>=1.2.2",
     "pillow>=11.1.0",
     "flask-openapi3==3.0.2",
+    "rapidfuzz==3.11.0",
 ]
 
 [dependency-groups]
diff --git a/uv.lock b/uv.lock
index 2b5738cf..e6b4bd60 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1004,25 +1004,55 @@ wheels = [
 
 [[package]]
 name = "rapidfuzz"
-version = "2.13.7"
+version = "3.11.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/15/e5/2ab8375be6955aff1925b69c41429cbe54e32a67461c0b59f94c9b8b1cc5/rapidfuzz-2.13.7.tar.gz", hash = "sha256:8d3e252d4127c79b4d7c2ae47271636cbaca905c8bb46d80c7930ab906cf4b5c", size = 999972 }
+sdist = { url = "https://files.pythonhosted.org/packages/a4/aa/25e5a20131369d82c7b8288c99c2c3011ec47a3f5953ccc9cb8145720be5/rapidfuzz-3.11.0.tar.gz", hash = "sha256:a53ca4d3f52f00b393fab9b5913c5bafb9afc27d030c8a1db1283da6917a860f", size = 57983000 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/d8/96/a6795d11e94af1563730b9363ca44a410a3e187fd42b93a27a8cbd6881dc/rapidfuzz-2.13.7-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:b34e8c0e492949ecdd5da46a1cfc856a342e2f0389b379b1a45a3cdcd3176a6e", size = 2442563 },
-    { url = "https://files.pythonhosted.org/packages/6f/5b/ba0a8497a2e154d963c60bac2e2ada81c35899e8c1fe732e3de720a5154e/rapidfuzz-2.13.7-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:875d51b3497439a72e2d76183e1cb5468f3f979ab2ddfc1d1f7dde3b1ecfb42f", size = 1825126 },
-    { url = "https://files.pythonhosted.org/packages/38/c3/94522653c741b716ca5e1380ff5b43bbb738f795d624fa67d70ba3e3f64c/rapidfuzz-2.13.7-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:ae33a72336059213996fe4baca4e0e4860913905c2efb7c991eab33b95a98a0a", size = 1091641 },
-    { url = "https://files.pythonhosted.org/packages/58/dd/29d1790a6c7c7034593dfda7b67a4d6b6a20cfe9e7def8e0cf325d8abc2c/rapidfuzz-2.13.7-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a5585189b3d90d81ccd62d4f18530d5ac8972021f0aaaa1ffc6af387ff1dce75", size = 1478821 },
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-    { url = "https://files.pythonhosted.org/packages/2a/90/8407b7ff902e660c98406bf9cec4adbbd873aa6ccbf2b14228fc7093535d/rapidfuzz-2.13.7-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:585206112c294e335d84de5d5f179c0f932837752d7420e3de21db7fdc476278", size = 1780561 },
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