diff --git a/lib/music_library/records/similarity.ex b/lib/music_library/records/similarity.ex
index 0a7f6937..8ce14633 100644
--- a/lib/music_library/records/similarity.ex
+++ b/lib/music_library/records/similarity.ex
@@ -68,8 +68,13 @@ defmodule MusicLibrary.Records.Similarity do
             where: re.record_id != ^record_id,
             join: r in Record,
             on: r.id == re.record_id and r.musicbrainz_id != ^record_musicbrainz_id,
-            order_by: vec_distance_cosine(re.embedding, vec_f32(source_embedding)),
-            select: {r, re.embedding},
+            order_by: selected_as(:similarity),
+            select: %{
+              record: r,
+              similarity:
+                vec_distance_cosine(re.embedding, vec_f32(source_embedding))
+                |> selected_as(:similarity)
+            },
             group_by: r.musicbrainz_id,
             limit: ^limit
 
diff --git a/lib/music_library_web/components/record_components.ex b/lib/music_library_web/components/record_components.ex
index 6cf09b04..01c28ed4 100644
--- a/lib/music_library_web/components/record_components.ex
+++ b/lib/music_library_web/components/record_components.ex
@@ -406,7 +406,10 @@ defmodule MusicLibraryWeb.RecordComponents do
         role="list"
         class="mt-4 grid grid-cols-2 gap-x-4 gap-y-6 sm:grid-cols-3 md:grid-cols-4 lg:grid-cols-6 sm:gap-x-6"
       >
-        <li :for={{record, similarity} <- @similar_records} class="relative group">
+        <li
+          :for={%{record: record, similarity: similarity} <- @similar_records}
+          class="relative group"
+        >
           <div class="overflow-hidden rounded-lg bg-zinc-100 focus-within:ring-2 focus-within:ring-zinc-500 focus-within:ring-offset-2 focus-within:ring-offset-zinc-100">
             <.record_cover
               record={record}
@@ -422,6 +425,7 @@ defmodule MusicLibraryWeb.RecordComponents do
             </button>
 
             <span class="absolute top-2 right-2 rounded-full px-2 py-0.5 text-xs font-medium bg-zinc-900/75 text-white backdrop-blur-sm">
+              {Float.round(100 - similarity * 100, 0)}%
             </span>
           </div>
 
diff --git a/test/music_library/records/similarity_test.exs b/test/music_library/records/similarity_test.exs
index 705ea2c3..62d8082b 100644
--- a/test/music_library/records/similarity_test.exs
+++ b/test/music_library/records/similarity_test.exs
@@ -162,9 +162,9 @@ defmodule MusicLibrary.Records.SimilarityTest do
 
       assert length(similar) >= 1
       # record2 should be most similar to record1
-      {first_record, similarity} = List.first(similar)
+      %{record: first_record, similarity: similarity} = List.first(similar)
       assert first_record.id == record2.id
-      assert similarity > 0.9
+      assert similarity < 5.0
     end
 
     test "respects limit option", %{record1: record1} do