diff --git a/internal/push/push_handler.go b/internal/push/push_handler.go
index 33f987528..3f3ca11e8 100644
--- a/internal/push/push_handler.go
+++ b/internal/push/push_handler.go
@@ -28,6 +28,7 @@ import (
 	"github.com/openimsdk/open-im-server/v3/pkg/util/conversationutil"
 	"github.com/openimsdk/protocol/constant"
 	pbchat "github.com/openimsdk/protocol/msg"
+	"github.com/openimsdk/protocol/msggateway"
 	pbpush "github.com/openimsdk/protocol/push"
 	"github.com/openimsdk/protocol/sdkws"
 	"github.com/openimsdk/tools/discovery"
@@ -128,16 +129,11 @@ func (c *ConsumerHandler) ConsumeClaim(sess sarama.ConsumerGroupSession, claim s
 
 // Push2User Suitable for two types of conversations, one is SingleChatType and the other is NotificationChatType.
 func (c *ConsumerHandler) Push2User(ctx context.Context, userIDs []string, msg *sdkws.MsgData) (err error) {
-	userIDs, err = c.onlineCache.GetUsersOnline(ctx, userIDs)
-	if err != nil {
-		return err
-	}
-
 	log.ZDebug(ctx, "Get msg from msg_transfer And push msg", "userIDs", userIDs, "msg", msg.String())
 	if err := c.webhookBeforeOnlinePush(ctx, &c.config.WebhooksConfig.BeforeOnlinePush, userIDs, msg); err != nil {
 		return err
 	}
-	wsResults, err := c.onlinePusher.GetConnsAndOnlinePush(ctx, msg, userIDs)
+	wsResults, err := c.GetConnsAndOnlinePush(ctx, msg, userIDs)
 	if err != nil {
 		return err
 	}
@@ -186,6 +182,38 @@ func (c *ConsumerHandler) shouldPushOffline(_ context.Context, msg *sdkws.MsgDat
 	return true
 }
 
+func (c *ConsumerHandler) GetConnsAndOnlinePush(ctx context.Context, msg *sdkws.MsgData, pushToUserIDs []string) ([]*msggateway.SingleMsgToUserResults, error) {
+	var (
+		onlineUserIDs  []string
+		offlineUserIDs []string
+	)
+	for _, userID := range pushToUserIDs {
+		online, err := c.onlineCache.GetUserOnline(ctx, userID)
+		if err != nil {
+			return nil, err
+		}
+		if online {
+			onlineUserIDs = append(onlineUserIDs, userID)
+		} else {
+			offlineUserIDs = append(offlineUserIDs, userID)
+		}
+	}
+	var result []*msggateway.SingleMsgToUserResults
+	if len(onlineUserIDs) > 0 {
+		var err error
+		result, err = c.onlinePusher.GetConnsAndOnlinePush(ctx, msg, pushToUserIDs)
+		if err != nil {
+			return nil, err
+		}
+	}
+	for _, userID := range offlineUserIDs {
+		result = append(result, &msggateway.SingleMsgToUserResults{
+			UserID: userID,
+		})
+	}
+	return result, nil
+}
+
 func (c *ConsumerHandler) Push2Group(ctx context.Context, groupID string, msg *sdkws.MsgData) (err error) {
 	log.ZDebug(ctx, "Get super group msg from msg_transfer and push msg", "msg", msg.String(), "groupID", groupID)
 	var pushToUserIDs []string
@@ -199,7 +227,7 @@ func (c *ConsumerHandler) Push2Group(ctx context.Context, groupID string, msg *s
 		return err
 	}
 
-	wsResults, err := c.onlinePusher.GetConnsAndOnlinePush(ctx, msg, pushToUserIDs)
+	wsResults, err := c.GetConnsAndOnlinePush(ctx, msg, pushToUserIDs)
 	if err != nil {
 		return err
 	}
@@ -240,8 +268,7 @@ func (c *ConsumerHandler) Push2Group(ctx context.Context, groupID string, msg *s
 }
 func (c *ConsumerHandler) groupMessagesHandler(ctx context.Context, groupID string, pushToUserIDs *[]string, msg *sdkws.MsgData) (err error) {
 	if len(*pushToUserIDs) == 0 {
-		//*pushToUserIDs, err = c.groupLocalCache.GetGroupMemberIDs(ctx, groupID)
-		*pushToUserIDs, err = c.onlineCache.GetGroupOnline(ctx, groupID) //
+		*pushToUserIDs, err = c.groupLocalCache.GetGroupMemberIDs(ctx, groupID)
 		if err != nil {
 			return err
 		}