diff --git a/internal/infrastructure/external/nuoer/nuoer_service.go b/internal/infrastructure/external/nuoer/nuoer_service.go
index 3ae60cb..42f68fa 100644
--- a/internal/infrastructure/external/nuoer/nuoer_service.go
+++ b/internal/infrastructure/external/nuoer/nuoer_service.go
@@ -3,7 +3,6 @@ package nuoer
 import (
 	"bytes"
 	"context"
-	"crypto/md5"
 	"encoding/json"
 	"errors"
 	"fmt"
@@ -17,6 +16,26 @@ import (
 
 const defaultRequestTimeout = 4 * time.Second
 
+// queryBillingAPIKeys 查询计费接口：数据未查得(busiCode=1000)仍按成功计费，返回空数据
+var queryBillingAPIKeys = map[string]struct{}{
+	"idRiskTagV106":          {}, // 身份风险V106
+	"personalLawsuit_cv2":    {}, // 企业诉讼定制版
+	"personalLawsuit_cv1":    {}, // 个人诉讼定制版
+	"loanRiskTagV11":         {}, // 借贷意向查询
+	"loanRiskTagV5":          {}, // 风险变量V5
+	"loanRiskTagV12":         {}, // 特殊名单
+	"blackListV121_3_1":      {}, // 债务逾期黑名单V3_1
+	"blackListV110":          {}, // 特殊名单V110
+	"zhiTongModelG":          {}, // 智瞳-通用版
+	"zhitong_ultra_v4_score": {}, // 智瞳分尊享版
+	"zhixiangScore":          {}, // 智享分
+}
+
+func isQueryBillingAPIKey(apiKey string) bool {
+	_, ok := queryBillingAPIKeys[apiKey]
+	return ok
+}
+
 // nuoerResponse 诺尔智汇通用响应
 type nuoerResponse struct {
 	Code  int         `json:"code"`
@@ -55,10 +74,18 @@ func NewNuoerService(url, appID, appSecret string, timeout time.Duration, logger
 	}
 }
 
-func (s *NuoerService) generateRequestID() string {
-	timestamp := time.Now().UnixNano()
-	hash := md5.Sum([]byte(fmt.Sprintf("%d_%s", timestamp, s.config.AppID)))
-	return fmt.Sprintf("nuoer_%x", hash[:8])
+func (s *NuoerService) logResponse(transactionID, apiKey string, statusCode int, duration time.Duration, seqNo string) {
+	if s.logger == nil {
+		return
+	}
+	s.logger.LogResponse(seqNo, transactionID, apiKey, statusCode, duration)
+}
+
+func (s *NuoerService) logError(transactionID, apiKey, seqNo string, err error, payload interface{}) {
+	if s.logger == nil {
+		return
+	}
+	s.logger.LogError(seqNo, transactionID, apiKey, err, payload)
 }
 
 func (s *NuoerService) CallAPI(ctx context.Context, apiKey, apiPath string, body map[string]string) (*nuoerResponse, error) {
@@ -70,7 +97,6 @@ func (s *NuoerService) CallAPI(ctx context.Context, apiKey, apiPath string, body
 		requestURL += apiPath
 	}
 
-	requestID := s.generateRequestID()
 	startTime := time.Now()
 
 	var transactionID string
@@ -89,24 +115,20 @@ func (s *NuoerService) CallAPI(ctx context.Context, apiKey, apiPath string, body
 	}
 
 	if s.logger != nil {
-		s.logger.LogRequest(requestID, transactionID, apiKey, requestURL)
+		s.logger.LogRequest("", transactionID, apiKey, requestURL)
 	}
 
 	bodyBytes, err := json.Marshal(requestPayload)
 	if err != nil {
 		err = errors.Join(ErrSystem, err)
-		if s.logger != nil {
-			s.logger.LogError(requestID, transactionID, apiKey, err, requestPayload)
-		}
+		s.logError(transactionID, apiKey, "", err, requestPayload)
 		return nil, err
 	}
 
 	req, err := http.NewRequestWithContext(ctx, http.MethodPost, requestURL, bytes.NewBuffer(bodyBytes))
 	if err != nil {
 		err = errors.Join(ErrSystem, err)
-		if s.logger != nil {
-			s.logger.LogError(requestID, transactionID, apiKey, err, requestPayload)
-		}
+		s.logError(transactionID, apiKey, "", err, requestPayload)
 		return nil, err
 	}
 	req.Header.Set("Content-Type", "application/json")
@@ -115,9 +137,7 @@ func (s *NuoerService) CallAPI(ctx context.Context, apiKey, apiPath string, body
 	resp, err := client.Do(req)
 	if err != nil {
 		err = wrapHTTPError(err)
-		if s.logger != nil {
-			s.logger.LogError(requestID, transactionID, apiKey, err, requestPayload)
-		}
+		s.logError(transactionID, apiKey, "", err, requestPayload)
 		return nil, err
 	}
 	defer resp.Body.Close()
@@ -125,78 +145,72 @@ func (s *NuoerService) CallAPI(ctx context.Context, apiKey, apiPath string, body
 	respBody, err := io.ReadAll(resp.Body)
 	if err != nil {
 		err = errors.Join(ErrSystem, err)
-		if s.logger != nil {
-			s.logger.LogError(requestID, transactionID, apiKey, err, requestPayload)
-		}
+		s.logError(transactionID, apiKey, "", err, requestPayload)
 		return nil, err
 	}
 
-	if s.logger != nil {
-		s.logger.LogResponse(requestID, transactionID, apiKey, resp.StatusCode, time.Since(startTime))
-	}
+	duration := time.Since(startTime)
 
 	if resp.StatusCode != http.StatusOK {
 		err = errors.Join(ErrDatasource, fmt.Errorf("HTTP状态码 %d", resp.StatusCode))
-		if s.logger != nil {
-			s.logger.LogError(requestID, transactionID, apiKey, err, requestPayload)
-		}
+		s.logError(transactionID, apiKey, "", err, requestPayload)
 		return nil, err
 	}
 
 	var nuoerResp nuoerResponse
 	if err := json.Unmarshal(respBody, &nuoerResp); err != nil {
 		err = errors.Join(ErrSystem, fmt.Errorf("响应解析失败: %w", err))
-		if s.logger != nil {
-			s.logger.LogError(requestID, transactionID, apiKey, err, requestPayload)
-		}
+		s.logError(transactionID, apiKey, "", err, requestPayload)
 		return nil, err
 	}
 
 	if nuoerResp.Code != CodeSuccess {
+		if nuoerResp.Code == BusiCodeNotFound && isQueryBillingAPIKey(apiKey) {
+			nuoerResp.Data = map[string]interface{}{}
+			s.logResponse(transactionID, apiKey, resp.StatusCode, duration, nuoerResp.SeqNo)
+			return &nuoerResp, nil
+		}
 		nuoerErr := NewNuoerError(nuoerResp.Code, nuoerResp.Msg)
 		err = errors.Join(GetErrByPlatformCode(nuoerResp.Code), nuoerErr)
-		if s.logger != nil {
-			s.logger.LogErrorWithResponseID(requestID, transactionID, apiKey, nuoerErr, requestPayload, nuoerResp.SeqNo)
-		}
+		s.logError(transactionID, apiKey, nuoerResp.SeqNo, nuoerErr, requestPayload)
 		return nil, err
 	}
 
 	if nuoerResp.Data == nil {
 		err = errors.Join(ErrSystem, errors.New("响应 data 为空"))
-		if s.logger != nil {
-			s.logger.LogErrorWithResponseID(requestID, transactionID, apiKey, err, requestPayload, nuoerResp.SeqNo)
-		}
+		s.logError(transactionID, apiKey, nuoerResp.SeqNo, err, requestPayload)
 		return nil, err
 	}
 
 	busiCode, busiMsg, ok := parseDataBusiInfo(nuoerResp.Data)
 	if !ok {
 		err = errors.Join(ErrSystem, errors.New("响应 data 无法解析 busiCode"))
-		if s.logger != nil {
-			s.logger.LogErrorWithResponseID(requestID, transactionID, apiKey, err, requestPayload, nuoerResp.SeqNo)
-		}
+		s.logError(transactionID, apiKey, nuoerResp.SeqNo, err, requestPayload)
 		return nil, err
 	}
 
 	if busiCode != BusiCodeSuccess {
+		if busiCode == BusiCodeNotFound && isQueryBillingAPIKey(apiKey) {
+			nuoerResp.Data = map[string]interface{}{}
+			s.logResponse(transactionID, apiKey, resp.StatusCode, duration, nuoerResp.SeqNo)
+			return &nuoerResp, nil
+		}
 		busiErr := NewNuoerBusiError(busiCode, busiMsg)
 		err = errors.Join(GetErrByBusiCode(busiCode), busiErr)
-		if s.logger != nil {
-			s.logger.LogErrorWithResponseID(requestID, transactionID, apiKey, busiErr, requestPayload, nuoerResp.SeqNo)
-		}
+		s.logError(transactionID, apiKey, nuoerResp.SeqNo, busiErr, requestPayload)
 		return nil, err
 	}
 
 	cleanedData, err := stripBusiMetaFromData(nuoerResp.Data)
 	if err != nil {
 		err = errors.Join(ErrSystem, fmt.Errorf("响应 data 清理失败: %w", err))
-		if s.logger != nil {
-			s.logger.LogErrorWithResponseID(requestID, transactionID, apiKey, err, requestPayload, nuoerResp.SeqNo)
-		}
+		s.logError(transactionID, apiKey, nuoerResp.SeqNo, err, requestPayload)
 		return nil, err
 	}
 	nuoerResp.Data = cleanedData
 
+	s.logResponse(transactionID, apiKey, resp.StatusCode, duration, nuoerResp.SeqNo)
+
 	return &nuoerResp, nil
 }