diff --git a/app/code/Magento/Sitemap/Model/ResourceModel/Catalog/Product.php b/app/code/Magento/Sitemap/Model/ResourceModel/Catalog/Product.php
index 60a5ba512a49e..6e11833e5bc4d 100644
--- a/app/code/Magento/Sitemap/Model/ResourceModel/Catalog/Product.php
+++ b/app/code/Magento/Sitemap/Model/ResourceModel/Catalog/Product.php
@@ -189,9 +189,10 @@ protected function _addFilter($storeId, $attributeCode, $value, $type = '=')
      *
      * @param int $storeId
      * @param string $attributeCode
+     * @param string $column Add attribute value to given column
      * @return void
      */
-    protected function _joinAttribute($storeId, $attributeCode)
+    protected function _joinAttribute($storeId, $attributeCode, $column = null)
     {
         $connection = $this->getConnection();
         $attribute = $this->_getAttribute($attributeCode);
@@ -204,6 +205,8 @@ protected function _joinAttribute($storeId, $attributeCode)
             . ' AND ' . $connection->quoteInto($attrTableAlias . '.attribute_id = ?', $attribute['attribute_id']),
             []
         );
+        // Global scope attribute value
+        $columnValue = 't1_' . $attributeCode . '.value';
 
         if (!$attribute['is_global']) {
             $attrTableAlias2 = 't2_' . $attributeCode;
@@ -214,6 +217,15 @@ protected function _joinAttribute($storeId, $attributeCode)
                 . ' AND ' . $connection->quoteInto($attrTableAlias2 . '.store_id = ?', $storeId),
                 []
             );
+            // Store scope attribute value
+            $columnValue = $this->getConnection()->getIfNullSql('t2_'  . $attributeCode . '.value', $columnValue);
+        }
+
+        // Add attribute value to result set if needed
+        if (isset($column)) {
+            $this->_select->columns([
+               $column => $columnValue
+            ]);
         }
     }
 
@@ -282,30 +294,15 @@ public function getCollection($storeId)
         // Join product images required attributes
         $imageIncludePolicy = $this->_sitemapData->getProductImageIncludePolicy($store->getId());
         if (\Magento\Sitemap\Model\Source\Product\Image\IncludeImage::INCLUDE_NONE != $imageIncludePolicy) {
-            $this->_joinAttribute($store->getId(), 'name');
-            $this->_select->columns(
-                ['name' => $this->getConnection()->getIfNullSql('t2_name.value', 't1_name.value')]
-            );
-
+            $this->_joinAttribute($store->getId(), 'name', 'name');
             if (\Magento\Sitemap\Model\Source\Product\Image\IncludeImage::INCLUDE_ALL == $imageIncludePolicy) {
-                $this->_joinAttribute($store->getId(), 'thumbnail');
-                $this->_select->columns(
-                    [
-                        'thumbnail' => $this->getConnection()->getIfNullSql(
-                            't2_thumbnail.value',
-                            't1_thumbnail.value'
-                        ),
-                    ]
-                );
+                $this->_joinAttribute($store->getId(), 'thumbnail', 'thumbnail');
             } elseif (\Magento\Sitemap\Model\Source\Product\Image\IncludeImage::INCLUDE_BASE == $imageIncludePolicy) {
-                $this->_joinAttribute($store->getId(), 'image');
-                $this->_select->columns(
-                    ['image' => $this->getConnection()->getIfNullSql('t2_image.value', 't1_image.value')]
-                );
+                $this->_joinAttribute($store->getId(), 'image', 'image');
             }
         }
 
-        $query = $connection->query($this->_select);
+        $query = $connection->query($this->prepareSelectStatement($this->_select));
         while ($row = $query->fetch()) {
             $product = $this->_prepareProduct($row, $store->getId());
             $products[$product->getId()] = $product;
@@ -422,6 +419,17 @@ protected function _getMediaConfig()
         return $this->_mediaConfig;
     }
 
+    /**
+     * Allow to modify select statement with plugins
+     *
+     * @param \Magento\Framework\DB\Select $select
+     * @return \Magento\Framework\DB\Select
+     */
+    public function prepareSelectStatement(\Magento\Framework\DB\Select $select)
+    {
+        return $select;
+    }
+
     /**
      * Get product image URL from image filename and path
      *