diff --git a/.changeset/sharp-years-drive.md b/.changeset/sharp-years-drive.md
new file mode 100644
index 0000000000..39220e4d69
--- /dev/null
+++ b/.changeset/sharp-years-drive.md
@@ -0,0 +1,5 @@
+---
+'@backstage/plugin-search-backend-module-catalog': patch
+---
+
+Modified the logic for generating the location URL by encoding the entity property values with encodeURIComponent. This enhancement improves the safety and reliability of the URL.
diff --git a/plugins/search-backend-module-catalog/src/collators/DefaultCatalogCollatorFactory.ts b/plugins/search-backend-module-catalog/src/collators/DefaultCatalogCollatorFactory.ts
index 1cef2e21df..f023efbf54 100644
--- a/plugins/search-backend-module-catalog/src/collators/DefaultCatalogCollatorFactory.ts
+++ b/plugins/search-backend-module-catalog/src/collators/DefaultCatalogCollatorFactory.ts
@@ -120,9 +120,11 @@ export class DefaultCatalogCollatorFactory implements DocumentCollatorFactory {
             resourceRef: stringifyEntityRef(entity),
           },
           location: this.applyArgsToFormat(this.locationTemplate, {
-            namespace: entity.metadata.namespace || 'default',
-            kind: entity.kind,
-            name: entity.metadata.name,
+            namespace: encodeURIComponent(
+              entity.metadata.namespace || 'default',
+            ),
+            kind: encodeURIComponent(entity.kind),
+            name: encodeURIComponent(entity.metadata.name),
           }),
         };
       }