diff --git a/.idea/workspace.xml b/.idea/workspace.xml
index b51798d..a5a19bf 100644
--- a/.idea/workspace.xml
+++ b/.idea/workspace.xml
@@ -4,9 +4,10 @@
     <option name="autoReloadType" value="ALL" />
   </component>
   <component name="ChangeListManager">
-    <list default="true" id="3fefb2c4-b6f9-466b-a523-53352e8d6f95" name="更改" comment=":boom: Remove deprecated subscription API">
+    <list default="true" id="3fefb2c4-b6f9-466b-a523-53352e8d6f95" name="更改" comment=":loud_sound: Verbose notifying logging">
       <change beforePath="$PROJECT_DIR$/.idea/workspace.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/workspace.xml" afterDir="false" />
       <change beforePath="$PROJECT_DIR$/pkg/internal/services/notifications.go" beforeDir="false" afterPath="$PROJECT_DIR$/pkg/internal/services/notifications.go" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/pkg/internal/services/preferences.go" beforeDir="false" afterPath="$PROJECT_DIR$/pkg/internal/services/preferences.go" afterDir="false" />
     </list>
     <option name="SHOW_DIALOG" value="false" />
     <option name="HIGHLIGHT_CONFLICTS" value="true" />
@@ -159,7 +160,6 @@
   </component>
   <component name="VcsManagerConfiguration">
     <option name="CHECK_CODE_SMELLS_BEFORE_PROJECT_COMMIT" value="false" />
-    <MESSAGE value=":bug: Trying to fix panic" />
     <MESSAGE value=":recycle: Remove most of the dealer deps and move to nexus" />
     <MESSAGE value=":recycle: Refactored more modules into nexus" />
     <MESSAGE value=":recycle: All parts into nexus" />
@@ -184,7 +184,8 @@
     <MESSAGE value=":sparkles: Allow access user info via numeric id" />
     <MESSAGE value=":bug: Fix get user info query statement bug" />
     <MESSAGE value=":boom: Remove deprecated subscription API" />
-    <option name="LAST_COMMIT_MESSAGE" value=":boom: Remove deprecated subscription API" />
+    <MESSAGE value=":loud_sound: Verbose notifying logging" />
+    <option name="LAST_COMMIT_MESSAGE" value=":loud_sound: Verbose notifying logging" />
     <option name="GROUP_MULTIFILE_MERGE_BY_DIRECTORY" value="true" />
   </component>
   <component name="VgoProject">
@@ -199,9 +200,19 @@
           <option name="timeStamp" value="1" />
         </line-breakpoint>
         <line-breakpoint enabled="true" type="DlvLineBreakpoint">
-          <url>file://$PROJECT_DIR$/pkg/internal/http/api/factors_api.go</url>
-          <line>35</line>
-          <option name="timeStamp" value="2" />
+          <url>file://$PROJECT_DIR$/pkg/internal/services/notifications.go</url>
+          <line>93</line>
+          <option name="timeStamp" value="3" />
+        </line-breakpoint>
+        <line-breakpoint enabled="true" type="DlvLineBreakpoint">
+          <url>file://$PROJECT_DIR$/pkg/internal/services/notifications.go</url>
+          <line>73</line>
+          <option name="timeStamp" value="4" />
+        </line-breakpoint>
+        <line-breakpoint enabled="true" type="DlvLineBreakpoint">
+          <url>file://$PROJECT_DIR$/pkg/internal/services/notifications.go</url>
+          <line>135</line>
+          <option name="timeStamp" value="5" />
         </line-breakpoint>
       </breakpoints>
     </breakpoint-manager>
diff --git a/pkg/internal/services/preferences.go b/pkg/internal/services/preferences.go
index 750535c..c8005bd 100644
--- a/pkg/internal/services/preferences.go
+++ b/pkg/internal/services/preferences.go
@@ -4,6 +4,7 @@ import (
 	"context"
 	"fmt"
 	"git.solsynth.dev/hypernet/passport/pkg/authkit/models"
+	"github.com/rs/zerolog/log"
 	"time"
 
 	localCache "git.solsynth.dev/hypernet/passport/pkg/internal/cache"
@@ -122,26 +123,18 @@ func CheckNotificationNotifiable(account models.Account, topic string) bool {
 func CheckNotificationNotifiableBatch(accounts []models.Account, topic string) []bool {
 	cacheManager := cache.New[any](localCache.S)
 	marshal := marshaler.New(cacheManager)
-	contx := context.Background()
+	ctx := context.Background()
 
 	var notifiable = make([]bool, len(accounts))
 	var queryNeededIdx []uint
 	notificationMap := make(map[uint]models.PreferenceNotification)
 
 	// Check cache for each account
-	for idx, account := range accounts {
+	for _, account := range accounts {
 		cacheKey := GetNotificationPreferenceCacheKey(account.ID)
-		if val, err := marshal.Get(contx, cacheKey, new(models.PreferenceNotification)); err == nil {
-			notification := val.(models.PreferenceNotification)
-			notificationMap[account.ID] = notification
-			// Determine if the account is notifiable based on the topic config
-			if val, ok := notification.Config[topic]; ok {
-				if status, ok := val.(bool); ok {
-					notifiable[idx] = status
-					continue
-				}
-			}
-			notifiable[idx] = true
+		if val, err := marshal.Get(ctx, cacheKey, new(models.PreferenceNotification)); err == nil {
+			notification := val.(*models.PreferenceNotification)
+			notificationMap[account.ID] = *notification
 		} else {
 			// Add to the list of accounts that need to be queried
 			queryNeededIdx = append(queryNeededIdx, account.ID)
@@ -163,18 +156,20 @@ func CheckNotificationNotifiableBatch(accounts []models.Account, topic string) [
 			notificationMap[notification.AccountID] = notification
 			CacheNotificationPreference(notification) // Cache the result
 		}
+	}
 
-		// Process the notifiable status for the fetched notifications
-		for idx, account := range accounts {
-			if notification, exists := notificationMap[account.ID]; exists {
-				if val, ok := notification.Config[topic]; ok {
-					if status, ok := val.(bool); ok {
-						notifiable[idx] = status
-						continue
-					}
+	log.Debug().Any("notifiable", notificationMap).Msg("Fetched notifiable status...")
+
+	// Process the notifiable status for the fetched notifications
+	for idx, account := range accounts {
+		if notification, exists := notificationMap[account.ID]; exists {
+			if val, ok := notification.Config[topic]; ok {
+				if status, ok := val.(bool); ok {
+					notifiable[idx] = status
+					continue
 				}
-				notifiable[idx] = true
 			}
+			notifiable[idx] = true
 		}
 	}