diff --git a/core/backend/apps/ai/services.py b/core/backend/apps/ai/services.py
index 729c45d..439d105 100644
--- a/core/backend/apps/ai/services.py
+++ b/core/backend/apps/ai/services.py
@@ -2419,9 +2419,16 @@ def run_standalone_image_task(*, task_id: str) -> None:
             asset_id = uuid.uuid4()
             object_key = f"teams/{team.id}/standalone/{asset_id}{suffix}"
             stored = TosStorage().upload_fileobj(fileobj=fileobj, object_key=object_key, content_type=content_type)
-            asset_label = {"model": "模特上身图", "cover": "平台套图", "image": "图片创作"}.get(mode, mode)
+            # 商品三视图(reference_product):与视频项目基础资产阶段生成的商品三视图同款标记 ——
+            # category=product_image + 名字含「商品三视图」+ metadata.view=three_view + product_id。
+            # 否则商品库自己生成的三视图认不出(无 view 标记),刷新即丢、视频项目第二步也读不到「商品已有三视图」(ZWQ#5 续)。
+            is_product_triview = bool(payload.get("reference_product"))
+            asset_label = "商品三视图" if is_product_triview else {"model": "模特上身图", "cover": "平台套图", "image": "图片创作"}.get(mode, mode)
+            asset_category = Asset.Category.PRODUCT_IMAGE if is_product_triview else category
             # 资产元数据:product_id(商品详情页据此只展示该商品素材)+ batch_id(成组)+ mode + model_entity_id(上身图溯源模特库)
             asset_meta: dict = {"mode": mode}
+            if is_product_triview:
+                asset_meta["view"] = "three_view"
             if product_id:
                 asset_meta["product_id"] = str(product_id)
             if payload.get("batch_id"):
@@ -2430,7 +2437,7 @@ def run_standalone_image_task(*, task_id: str) -> None:
                 asset_meta["model_entity_id"] = str(payload["model_entity_id"])
             asset = Asset.objects.create(
                 id=asset_id, team=team, created_by=user, name=f"AI 生成 · {asset_label} · {index + 1}",
-                asset_type=Asset.Type.IMAGE, source=Asset.Source.AI_GENERATED, category=category, origin_task=task,
+                asset_type=Asset.Type.IMAGE, source=Asset.Source.AI_GENERATED, category=asset_category, origin_task=task,
                 metadata=asset_meta,
                 # 工作台生成的图默认不进资产库列表,只在工作台展示;用户「加入资产库」后才置 True
                 in_library=False,