diff --git a/controllers/apps/transformer_component_workload.go b/controllers/apps/transformer_component_workload.go
index 799099bebad..ae5eba1e03f 100644
--- a/controllers/apps/transformer_component_workload.go
+++ b/controllers/apps/transformer_component_workload.go
@@ -909,10 +909,13 @@ func getRunningVolumes(ctx context.Context, cli client.Client, synthesizedComp *
 }
 
 func buildInstanceSetPlacementAnnotation(comp *appsv1alpha1.Component, its *workloads.InstanceSet) {
-	if its.Annotations == nil {
-		its.Annotations = make(map[string]string)
+	p := placement(comp)
+	if len(p) > 0 {
+		if its.Annotations == nil {
+			its.Annotations = make(map[string]string)
+		}
+		its.Annotations[constant.KBAppMultiClusterPlacementKey] = p
 	}
-	its.Annotations[constant.KBAppMultiClusterPlacementKey] = placement(comp)
 }
 
 func newComponentWorkloadOps(reqCtx intctrlutil.RequestCtx,
diff --git a/pkg/controller/component/component.go b/pkg/controller/component/component.go
index b90ccb4a472..39edebedd15 100644
--- a/pkg/controller/component/component.go
+++ b/pkg/controller/component/component.go
@@ -81,7 +81,6 @@ func BuildComponent(cluster *appsv1alpha1.Cluster, compSpec *appsv1alpha1.Cluste
 	}()
 	compBuilder := builder.NewComponentBuilder(cluster.Namespace, compName, compDefName).
 		AddAnnotations(constant.KubeBlocksGenerationKey, strconv.FormatInt(cluster.Generation, 10)).
-		AddAnnotations(constant.KBAppMultiClusterPlacementKey, cluster.Annotations[constant.KBAppMultiClusterPlacementKey]).
 		AddLabelsInMap(constant.GetComponentWellKnownLabels(cluster.Name, compSpec.Name)).
 		AddLabels(constant.KBAppClusterUIDLabelKey, string(cluster.UID)).
 		SetServiceVersion(compSpec.ServiceVersion).
@@ -110,6 +109,12 @@ func BuildComponent(cluster *appsv1alpha1.Cluster, compSpec *appsv1alpha1.Cluste
 	if annotations != nil {
 		compBuilder.AddAnnotationsInMap(annotations)
 	}
+	if cluster.Annotations != nil {
+		p, ok := cluster.Annotations[constant.KBAppMultiClusterPlacementKey]
+		if ok {
+			compBuilder.AddAnnotations(constant.KBAppMultiClusterPlacementKey, p)
+		}
+	}
 	if !IsGenerated(compBuilder.GetObject()) {
 		compBuilder.SetServices(compSpec.Services)
 	}