diff --git a/pkg/addonmanager/controllers/agentdeploy/healthcheck_sync.go b/pkg/addonmanager/controllers/agentdeploy/healthcheck_sync.go
index 6f265e9c..213cc9fb 100644
--- a/pkg/addonmanager/controllers/agentdeploy/healthcheck_sync.go
+++ b/pkg/addonmanager/controllers/agentdeploy/healthcheck_sync.go
@@ -187,29 +187,19 @@ func (s *healthCheckSyncer) probeAddonStatusByWorks(
 		return err
 	}
 
-	var FieldResults []agent.FieldResult
+	var fieldResults []agent.FieldResult
 
 	for _, field := range probeFields {
 		results := findResultsByIdentifier(field.ResourceIdentifier, manifestConditions)
 		// if no results are returned. it is possible that work agent has not returned the feedback value.
-		// mark condition to unknown
+		// collect these fields and check if all probes are empty later
 		if len(results) == 0 {
-			meta.SetStatusCondition(&addon.Status.Conditions, metav1.Condition{
-				Type:   addonapiv1alpha1.ManagedClusterAddOnConditionAvailable,
-				Status: metav1.ConditionUnknown,
-				Reason: addonapiv1alpha1.AddonAvailableReasonNoProbeResult,
-				Message: fmt.Sprintf("Probe results are not returned for %s/%s: %s/%s",
-					field.ResourceIdentifier.Group, field.ResourceIdentifier.Resource,
-					field.ResourceIdentifier.Namespace, field.ResourceIdentifier.Name),
-			})
-			return nil
+			continue
 		}
 
+		fieldResults = append(fieldResults, results...)
 		// healthCheck will be ignored if healthChecker is set
 		if healthChecker != nil {
-			if len(results) != 0 {
-				FieldResults = append(FieldResults, results...)
-			}
 			continue
 		}
 
@@ -238,8 +228,22 @@ func (s *healthCheckSyncer) probeAddonStatusByWorks(
 
 	}
 
+	// If all probe fields have no results, mark condition to unknown
+	if len(probeFields) > 0 && len(fieldResults) == 0 {
+		meta.SetStatusCondition(&addon.Status.Conditions, metav1.Condition{
+			Type:    addonapiv1alpha1.ManagedClusterAddOnConditionAvailable,
+			Status:  metav1.ConditionUnknown,
+			Reason:  addonapiv1alpha1.AddonAvailableReasonNoProbeResult,
+			Message: "Probe results are not returned",
+		})
+		return nil
+	}
+
+	// If we have fieldResults but some probes are empty, still proceed with healthChecker
+	// This allows partial probe results to be considered valid
+
 	if healthChecker != nil {
-		if err := healthChecker(FieldResults, cluster, addon); err != nil {
+		if err := healthChecker(fieldResults, cluster, addon); err != nil {
 			meta.SetStatusCondition(&addon.Status.Conditions, metav1.Condition{
 				Type:    addonapiv1alpha1.ManagedClusterAddOnConditionAvailable,
 				Status:  metav1.ConditionFalse,
diff --git a/pkg/addonmanager/controllers/agentdeploy/healthcheck_sync_test.go b/pkg/addonmanager/controllers/agentdeploy/healthcheck_sync_test.go
index 54087118..00a6f4b8 100644
--- a/pkg/addonmanager/controllers/agentdeploy/healthcheck_sync_test.go
+++ b/pkg/addonmanager/controllers/agentdeploy/healthcheck_sync_test.go
@@ -1259,6 +1259,74 @@ func TestHealthCheckReconcile(t *testing.T) {
 				Message: "test add-on is available.",
 			},
 		},
+		{
+			name: "Health check mode is work with multi probes where first probe has empty results but second has valid results",
+			testAddon: &healthCheckTestAgent{name: "test",
+				health: newDeploymentsCheckAllProber(
+					types.NamespacedName{Name: "test-deployment-nonexistent", Namespace: "default"},
+					types.NamespacedName{Name: "test-deployment1", Namespace: "default"}),
+			},
+			addon: addontesting.NewAddonWithConditions("test", "cluster1", manifestAppliedCondition),
+			existingWork: []runtime.Object{
+				&v1.ManifestWork{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "addon-test-deploy-01",
+						Namespace: "cluster1",
+						Labels: map[string]string{
+							"open-cluster-management.io/addon-name": "test",
+						},
+					},
+					Spec: v1.ManifestWorkSpec{},
+					Status: v1.ManifestWorkStatus{
+						ResourceStatus: v1.ManifestResourceStatus{
+							Manifests: []v1.ManifestCondition{
+								{
+									ResourceMeta: v1.ManifestResourceMeta{
+										Ordinal:   0,
+										Group:     "apps",
+										Version:   "",
+										Kind:      "",
+										Resource:  "deployments",
+										Name:      "test-deployment1",
+										Namespace: "default",
+									},
+									StatusFeedbacks: v1.StatusFeedbackResult{
+										Values: []v1.FeedbackValue{
+											{
+												Name: "Replicas",
+												Value: v1.FieldValue{
+													Integer: boolPtr(1),
+												},
+											},
+											{
+												Name: "ReadyReplicas",
+												Value: v1.FieldValue{
+													Integer: boolPtr(1),
+												},
+											},
+										},
+									},
+								},
+							},
+						},
+						Conditions: []metav1.Condition{
+							{
+								Type:   v1.WorkAvailable,
+								Status: metav1.ConditionTrue,
+							},
+						},
+					},
+				},
+			},
+			expectedErr:             nil,
+			expectedHealthCheckMode: addonapiv1alpha1.HealthCheckModeCustomized,
+			expectAvailableCondition: metav1.Condition{
+				Type:    addonapiv1alpha1.ManagedClusterAddOnConditionAvailable,
+				Status:  metav1.ConditionTrue,
+				Reason:  addonapiv1alpha1.AddonAvailableReasonProbeAvailable,
+				Message: "test add-on is available.",
+			},
+		},
 	}
 
 	for _, c := range cases {
diff --git a/test/integration/kube/agent_deploy_test.go b/test/integration/kube/agent_deploy_test.go
index 2bf2b8e0..c3c32057 100644
--- a/test/integration/kube/agent_deploy_test.go
+++ b/test/integration/kube/agent_deploy_test.go
@@ -922,8 +922,8 @@ var _ = ginkgo.Describe("Agent deploy", func() {
 				return err
 			}
 
-			// the daemonset is not probed, so the addon available condition is unknown
-			if !meta.IsStatusConditionPresentAndEqual(addon.Status.Conditions, "Available", metav1.ConditionUnknown) {
+			// the daemonset is not probed, so the addon available condition is false
+			if !meta.IsStatusConditionPresentAndEqual(addon.Status.Conditions, "Available", metav1.ConditionFalse) {
 				return fmt.Errorf("Unexpected addon available condition, %v", addon.Status.Conditions)
 			}
 			return nil