diff --git a/app/code/Magento/CatalogUrlRewrite/Model/Product/AnchorUrlRewriteGenerator.php b/app/code/Magento/CatalogUrlRewrite/Model/Product/AnchorUrlRewriteGenerator.php
index 972b5c00ba435..8845c7ad2208a 100644
--- a/app/code/Magento/CatalogUrlRewrite/Model/Product/AnchorUrlRewriteGenerator.php
+++ b/app/code/Magento/CatalogUrlRewrite/Model/Product/AnchorUrlRewriteGenerator.php
@@ -55,7 +55,7 @@ public function generate($storeId, Product $product, ObjectRegistry $productCate
             $anchorCategoryIds = $category->getAnchorsAbove();
             if ($anchorCategoryIds) {
                 foreach ($anchorCategoryIds as $anchorCategoryId) {
-                    $anchorCategory = $this->categoryRepository->get($anchorCategoryId);
+                    $anchorCategory = $this->categoryRepository->get($anchorCategoryId, $storeId);
                     $urls[] = $this->urlRewriteFactory->create()
                         ->setEntityType(ProductUrlRewriteGenerator::ENTITY_TYPE)
                         ->setEntityId($product->getId())
diff --git a/app/code/Magento/CatalogUrlRewrite/Model/ProductScopeRewriteGenerator.php b/app/code/Magento/CatalogUrlRewrite/Model/ProductScopeRewriteGenerator.php
index 94464ec05d824..0cba5cbf47ff9 100644
--- a/app/code/Magento/CatalogUrlRewrite/Model/ProductScopeRewriteGenerator.php
+++ b/app/code/Magento/CatalogUrlRewrite/Model/ProductScopeRewriteGenerator.php
@@ -110,7 +110,12 @@ public function generateForGlobalScope($productCategories, Product $product)
             if (!$this->isGlobalScope($id)
                 && !$this->storeViewService->doesEntityHaveOverriddenUrlKeyForStore($id, $productId, Product::ENTITY)
             ) {
-                $urls = array_merge($urls, $this->generateForSpecificStoreView($id, $productCategories, $product));
+                // before loading the category collection by looping it, clone it and set the correct store id,
+                // so we get the correct url_path & url_key for that specific store id
+                $storeSpecificProductCategories = clone $productCategories;
+                $storeSpecificProductCategories->setStoreId($id);
+
+                $urls = array_merge($urls, $this->generateForSpecificStoreView($id, $storeSpecificProductCategories, $product));
             }
         }