diff --git a/generator/catalog-ingestion-openapi-spec.yaml b/generator/catalog-ingestion-openapi-spec.yaml
index c4e2532..1bcdfe1 100644
--- a/generator/catalog-ingestion-openapi-spec.yaml
+++ b/generator/catalog-ingestion-openapi-spec.yaml
@@ -47,7 +47,7 @@ tags:
 
       After you create categories and assign them to products, you can retrieve category data to render storefront menus and manage hierarchical category
       trees using the GraphQL `navigation` and `categorytree` queries. See
-      [Implement categories on the storefront](https://developer-stage.adobe.com/commerce/services/optimizer/merchandising-services/categories-v2/).
+      [Implement categories on the storefront](https://developer.adobe.com/commerce/services/optimizer/merchandising-services/categories-storefront-implementation/).
 
   - name: Products
     description: Create and manage product data including simple products, configurable products, and their variants. Control product visibility, attributes, images, and pricing