diff --git a/app/Controller/v3/GoodsRecommendController.php b/app/Controller/v3/GoodsRecommendController.php
index b5dd857..ba365e7 100644
--- a/app/Controller/v3/GoodsRecommendController.php
+++ b/app/Controller/v3/GoodsRecommendController.php
@@ -80,7 +80,7 @@ class GoodsRecommendController extends BaseController
         }
 
         $builder->select(''.$goodsTable.'.*')->addSelect([''.$goodsTable.'.sales as total_sales']);
-        $paginate = $builder->groupBy(''.$goodsTable.'.id')->paginate($pagesize);
+        $paginate = $builder->groupBy(''.$goodsTable.'.id')->inRandomOrder()->paginate($pagesize);
         $goods = $paginate->toArray();
         return $this->success(['has_more_pages' => $paginate->hasMorePages(), 'tab_data' => $goods['data']]);
 
diff --git a/app/Service/v3/Implementations/SearchService.php b/app/Service/v3/Implementations/SearchService.php
index 3f43a52..d726e4e 100644
--- a/app/Service/v3/Implementations/SearchService.php
+++ b/app/Service/v3/Implementations/SearchService.php
@@ -87,7 +87,7 @@ class SearchService implements SearchServiceInterface
         }
 
         $builder->select(''.$goodsTable.'.*')->addSelect([''.$goodsTable.'.sales as total_sales']);
-        $paginate = $builder->groupBy(''.$goodsTable.'.id')->paginate($params['pagesize']);
+        $paginate = $builder->groupBy(''.$goodsTable.'.id')->inRandomOrder()->paginate($params['pagesize']);
         $goods = $paginate->toArray();
         return ['has_more_pages' => $paginate->hasMorePages(), 'goods' => $goods['data']];
     }
@@ -137,7 +137,7 @@ class SearchService implements SearchServiceInterface
                     break;
             }
         }
-        $paginate = $builder->groupBy(''.$storeTable.'.id')->paginate($params['pagesize']);
+        $paginate = $builder->groupBy(''.$storeTable.'.id')->inRandomOrder()->paginate($params['pagesize']);
         $stores = $paginate->map(function ($item, $key) {
             $item->goods;
             return $item;