diff --git a/database/clickhouse/batch.go b/database/clickhouse/batch.go
index 226f3bc..4e7c1fc 100644
--- a/database/clickhouse/batch.go
+++ b/database/clickhouse/batch.go
@@ -167,14 +167,15 @@ func appendStructToBatch(batch driverV2.Batch, obj interface{}, columns []string
 			field := t.Field(j)
 
 			// 检查ch标签
-			if tag := field.Tag.Get("ch"); tag == col {
+			if tag := field.Tag.Get("ch"); strings.TrimSpace(tag) == col {
 				values[i] = v.Field(j).Interface()
 				found = true
 				break
 			}
 
 			// 检查json标签
-			if tag := field.Tag.Get("json"); tag == col {
+			jsonTags := strings.Split(field.Tag.Get("json"), ",")
+			if len(jsonTags) > 0 && strings.TrimSpace(jsonTags[0]) == col {
 				values[i] = v.Field(j).Interface()
 				found = true
 				break
diff --git a/database/clickhouse/client.go b/database/clickhouse/client.go
index 8edc595..e107350 100644
--- a/database/clickhouse/client.go
+++ b/database/clickhouse/client.go
@@ -335,14 +335,21 @@ func (c *Client) prepareInsertData(data any) (string, string, []any, error) {
 	for i := 0; i < typ.NumField(); i++ {
 		field := typ.Field(i)
 
-		// 优先获取 `cn` 标签，其次获取 `json` 标签，最后使用字段名
-		columnName := field.Tag.Get("cn")
+		// 优先获取 `ch` 标签，其次获取 `json` 标签，最后使用字段名
+		columnName := field.Tag.Get("ch")
 		if columnName == "" {
-			columnName = field.Tag.Get("json")
+			jsonTag := field.Tag.Get("json")
+			if jsonTag != "" {
+				tags := strings.Split(jsonTag, ",") // 只取逗号前的部分
+				if len(tags) > 0 {
+					columnName = tags[0]
+				}
+			}
 		}
 		if columnName == "" {
 			columnName = field.Name
 		}
+		//columnName = strings.TrimSpace(columnName)
 
 		columns = append(columns, columnName)
 		placeholders = append(placeholders, "?")
@@ -352,15 +359,15 @@ func (c *Client) prepareInsertData(data any) (string, string, []any, error) {
 }
 
 // Insert 插入数据到指定表
-func (c *Client) Insert(ctx context.Context, tableName string, data any) error {
+func (c *Client) Insert(ctx context.Context, tableName string, in any) error {
 	if c.conn == nil {
 		c.log.Error("clickhouse client is not initialized")
 		return ErrClientNotInitialized
 	}
 
-	columns, placeholders, values, err := c.prepareInsertData(data)
+	columns, placeholders, values, err := c.prepareInsertData(in)
 	if err != nil {
-		c.log.Errorf("prepare insert data failed: %v", err)
+		c.log.Errorf("prepare insert in failed: %v", err)
 		return ErrPrepareInsertDataFailed
 	}
 
@@ -372,7 +379,7 @@ func (c *Client) Insert(ctx context.Context, tableName string, data any) error {
 	)
 
 	// 执行插入操作
-	if err := c.conn.Exec(ctx, query, values...); err != nil {
+	if err = c.conn.Exec(ctx, query, values...); err != nil {
 		c.log.Errorf("insert failed: %v", err)
 		return ErrInsertFailed
 	}
@@ -414,7 +421,7 @@ func (c *Client) InsertMany(ctx context.Context, tableName string, data []any) e
 	}
 
 	// 构造 SQL 语句
-	query := fmt.Sprintf("INSERT INTO %s (%s) VALUES %s",
+	query := fmt.Sprintf("INSERT INTO %s (%s) VALUES (%s)",
 		tableName,
 		columns,
 		strings.Join(placeholders, ", "),
@@ -444,10 +451,14 @@ func (c *Client) AsyncInsert(ctx context.Context, tableName string, data any, wa
 	}
 
 	// 构造 SQL 语句
-	query := fmt.Sprintf("INSERT INTO %s (%s) VALUES (%s)", tableName, columns, placeholders)
+	query := fmt.Sprintf("INSERT INTO %s (%s) VALUES (%s)",
+		tableName,
+		columns,
+		placeholders,
+	)
 
 	// 执行异步插入
-	if err := c.asyncInsert(ctx, query, wait, values...); err != nil {
+	if err = c.asyncInsert(ctx, query, wait, values...); err != nil {
 		c.log.Errorf("async insert failed: %v", err)
 		return ErrAsyncInsertFailed
 	}
diff --git a/database/clickhouse/utils.go b/database/clickhouse/utils.go
index 090d130..458aad1 100644
--- a/database/clickhouse/utils.go
+++ b/database/clickhouse/utils.go
@@ -109,6 +109,34 @@ func structToValueArray(input any) []any {
 				values = append(values, nil) // 如果时间为零值，插入 NULL
 			}
 
+		case []any:
+			// 处理切片类型
+			if len(v) > 0 {
+				for _, item := range v {
+					if item == nil {
+						values = append(values, nil)
+					} else {
+						values = append(values, item)
+					}
+				}
+			} else {
+				values = append(values, nil) // 如果切片为空，插入 NULL
+			}
+
+		case [][]any:
+			// 处理二维切片类型
+			if len(v) > 0 {
+				for _, item := range v {
+					if len(item) > 0 {
+						values = append(values, item)
+					} else {
+						values = append(values, nil) // 如果子切片为空，插入 NULL
+					}
+				}
+			} else {
+				values = append(values, nil) // 如果二维切片为空，插入 NULL
+			}
+
 		default:
 			values = append(values, v)
 		}