diff --git a/superset-frontend/src/explore/components/controls/VizTypeControl/VizTypeGallery.tsx b/superset-frontend/src/explore/components/controls/VizTypeControl/VizTypeGallery.tsx
index b0861a759058f..1679fff699808 100644
--- a/superset-frontend/src/explore/components/controls/VizTypeControl/VizTypeGallery.tsx
+++ b/superset-frontend/src/explore/components/controls/VizTypeControl/VizTypeGallery.tsx
@@ -579,7 +579,17 @@ export default function VizTypeGallery(props: VizTypeGalleryProps) {
       new Fuse(chartMetadata, {
         ignoreLocation: true,
         threshold: 0.3,
-        keys: ['value.name', 'value.tags', 'value.description'],
+        keys: [
+          {
+            name: 'value.name',
+            weight: 4,
+          },
+          {
+            name: 'value.tags',
+            weight: 2,
+          },
+          'value.description',
+        ],
       }),
     [chartMetadata],
   );