diff --git a/internal/service/device/service.go b/internal/service/device/service.go
index dc27647..7715f05 100644
--- a/internal/service/device/service.go
+++ b/internal/service/device/service.go
@@ -532,6 +532,7 @@ func (s *Service) AllocateDevices(ctx context.Context, req *dto.AllocateDevicesR
 		)
 		return nil, err
 	}
+	s.iotCardStore.InvalidateListCountCache(ctx)
 
 	s.logDeviceOperation(
 		ctx,
@@ -729,6 +730,7 @@ func (s *Service) RecallDevices(ctx context.Context, req *dto.RecallDevicesReque
 		)
 		return nil, err
 	}
+	s.iotCardStore.InvalidateListCountCache(ctx)
 
 	s.logDeviceOperation(
 		ctx,
diff --git a/internal/service/iot_card/service.go b/internal/service/iot_card/service.go
index bbbd174..43cd6b9 100644
--- a/internal/service/iot_card/service.go
+++ b/internal/service/iot_card/service.go
@@ -537,6 +537,7 @@ func (s *Service) AllocateCards(ctx context.Context, req *dto.AllocateStandalone
 		})
 		return nil, err
 	}
+	s.iotCardStore.InvalidateListCountCache(ctx)
 
 	// 通知轮询调度器状态变化（卡被分配后可能需要重新匹配配置）
 	if s.pollingCallback != nil && len(cardIDs) > 0 {
@@ -749,6 +750,7 @@ func (s *Service) RecallCards(ctx context.Context, req *dto.RecallStandaloneCard
 		})
 		return nil, err
 	}
+	s.iotCardStore.InvalidateListCountCache(ctx)
 
 	// 通知轮询调度器状态变化（卡被回收后可能需要重新匹配配置）
 	if s.pollingCallback != nil && len(cardIDs) > 0 {
diff --git a/internal/store/postgres/iot_card_store.go b/internal/store/postgres/iot_card_store.go
index 1c415fb..58705b2 100644
--- a/internal/store/postgres/iot_card_store.go
+++ b/internal/store/postgres/iot_card_store.go
@@ -18,7 +18,7 @@ import (
 	"gorm.io/gorm"
 )
 
-const listCountCacheTTL = 30 * time.Minute
+const listCountCacheTTL = 30 * time.Second
 
 type IotCardStore struct {
 	db    *gorm.DB
@@ -33,14 +33,22 @@ func NewIotCardStore(db *gorm.DB, redis *redis.Client) *IotCardStore {
 }
 
 func (s *IotCardStore) Create(ctx context.Context, card *model.IotCard) error {
-	return s.db.WithContext(ctx).Create(card).Error
+	if err := s.db.WithContext(ctx).Create(card).Error; err != nil {
+		return err
+	}
+	s.invalidateIotCardListCountCache(ctx)
+	return nil
 }
 
 func (s *IotCardStore) CreateBatch(ctx context.Context, cards []*model.IotCard) error {
 	if len(cards) == 0 {
 		return nil
 	}
-	return s.db.WithContext(ctx).CreateInBatches(cards, 100).Error
+	if err := s.db.WithContext(ctx).CreateInBatches(cards, 100).Error; err != nil {
+		return err
+	}
+	s.invalidateIotCardListCountCache(ctx)
+	return nil
 }
 
 func (s *IotCardStore) GetByID(ctx context.Context, id uint) (*model.IotCard, error) {
@@ -162,7 +170,11 @@ func (s *IotCardStore) ExistsByICCIDBatch(ctx context.Context, iccids []string)
 }
 
 func (s *IotCardStore) Update(ctx context.Context, card *model.IotCard) error {
-	return s.db.WithContext(ctx).Save(card).Error
+	if err := s.db.WithContext(ctx).Save(card).Error; err != nil {
+		return err
+	}
+	s.invalidateIotCardListCountCache(ctx)
+	return nil
 }
 
 // UpdateFields 按 ID 部分更新卡字段
@@ -185,9 +197,13 @@ func (s *IotCardStore) UpdateFields(ctx context.Context, cardID uint, fields map
 		}
 	}
 
-	return s.db.WithContext(ctx).Model(&model.IotCard{}).
+	if err := s.db.WithContext(ctx).Model(&model.IotCard{}).
 		Where("id = ?", cardID).
-		Updates(updates).Error
+		Updates(updates).Error; err != nil {
+		return err
+	}
+	s.invalidateIotCardListCountCache(ctx)
+	return nil
 }
 
 func shouldSyncActivationStatus(fields map[string]any) bool {
@@ -299,7 +315,11 @@ func (s *IotCardStore) UpdateRealnamePolicy(ctx context.Context, cardID uint, re
 }
 
 func (s *IotCardStore) Delete(ctx context.Context, id uint) error {
-	return s.db.WithContext(ctx).Delete(&model.IotCard{}, id).Error
+	if err := s.db.WithContext(ctx).Delete(&model.IotCard{}, id).Error; err != nil {
+		return err
+	}
+	s.invalidateIotCardListCountCache(ctx)
+	return nil
 }
 
 func (s *IotCardStore) List(ctx context.Context, opts *store.QueryOptions, filters map[string]any) ([]*model.IotCard, int64, error) {
@@ -362,13 +382,13 @@ func (s *IotCardStore) List(ctx context.Context, opts *store.QueryOptions, filte
 		query = query.Where("series_id = ?", seriesID)
 	}
 
-	if cachedTotal, ok := s.getCachedCount(ctx, "iot_card", filters); ok {
+	if cachedTotal, ok, cacheVersion := s.getCachedCount(ctx, "iot_card", filters); ok {
 		total = cachedTotal
 	} else {
 		if err := query.Count(&total).Error; err != nil {
 			return nil, 0, err
 		}
-		s.cacheCount(ctx, "iot_card", filters, total)
+		s.cacheCount(ctx, "iot_card", filters, total, cacheVersion)
 	}
 
 	// 分页处理
@@ -450,13 +470,13 @@ func (s *IotCardStore) listStandaloneTwoPhase(ctx context.Context, opts *store.Q
 	query = middleware.ApplyShopFilter(ctx, query)
 	query = s.applyStandaloneFilters(ctx, query, filters)
 
-	if cachedTotal, ok := s.getCachedCount(ctx, "standalone", filters); ok {
+	if cachedTotal, ok, cacheVersion := s.getCachedCount(ctx, "standalone", filters); ok {
 		total = cachedTotal
 	} else {
 		if err := query.Count(&total).Error; err != nil {
 			return nil, 0, err
 		}
-		s.cacheCount(ctx, "standalone", filters, total)
+		s.cacheCount(ctx, "standalone", filters, total, cacheVersion)
 	}
 
 	offset := (opts.Page - 1) * opts.PageSize
@@ -511,13 +531,13 @@ func (s *IotCardStore) listStandaloneDefault(ctx context.Context, opts *store.Qu
 	query = middleware.ApplyShopFilter(ctx, query)
 	query = s.applyStandaloneFilters(ctx, query, filters)
 
-	if cachedTotal, ok := s.getCachedCount(ctx, "standalone", filters); ok {
+	if cachedTotal, ok, cacheVersion := s.getCachedCount(ctx, "standalone", filters); ok {
 		total = cachedTotal
 	} else {
 		if err := query.Count(&total).Error; err != nil {
 			return nil, 0, err
 		}
-		s.cacheCount(ctx, "standalone", filters, total)
+		s.cacheCount(ctx, "standalone", filters, total, cacheVersion)
 	}
 
 	offset := (opts.Page - 1) * opts.PageSize
@@ -559,7 +579,7 @@ func (s *IotCardStore) listStandaloneParallel(ctx context.Context, opts *store.Q
 	results := make([]shopResult, len(shopIDs))
 	var wg sync.WaitGroup
 
-	cachedTotal, hasCachedTotal := s.getCachedCount(ctx, "standalone", filters)
+	cachedTotal, hasCachedTotal, cacheVersion := s.getCachedCount(ctx, "standalone", filters)
 
 	for i, shopID := range shopIDs {
 		wg.Add(1)
@@ -613,7 +633,7 @@ func (s *IotCardStore) listStandaloneParallel(ctx context.Context, opts *store.Q
 	}
 
 	if !hasCachedTotal && totalCount > 0 {
-		s.cacheCount(ctx, "standalone", filters, totalCount)
+		s.cacheCount(ctx, "standalone", filters, totalCount, cacheVersion)
 	}
 
 	sort.Slice(allCards, func(i, j int) bool {
@@ -668,7 +688,7 @@ func (s *IotCardStore) listStandaloneParallelTwoPhase(ctx context.Context, opts
 	results := make([]shopResult, len(shopIDs))
 	var wg sync.WaitGroup
 
-	cachedTotal, hasCachedTotal := s.getCachedCount(ctx, "standalone", filters)
+	cachedTotal, hasCachedTotal, cacheVersion := s.getCachedCount(ctx, "standalone", filters)
 
 	// Phase 1: 并行获取每个 shop 的 (id, created_at)，走覆盖索引
 	for i, shopID := range shopIDs {
@@ -723,7 +743,7 @@ func (s *IotCardStore) listStandaloneParallelTwoPhase(ctx context.Context, opts
 	}
 
 	if !hasCachedTotal && totalCount > 0 {
-		s.cacheCount(ctx, "standalone", filters, totalCount)
+		s.cacheCount(ctx, "standalone", filters, totalCount, cacheVersion)
 	}
 
 	sort.Slice(allIDs, func(i, j int) bool {
@@ -1006,9 +1026,13 @@ func (s *IotCardStore) BatchUpdateShopIDAndStatus(ctx context.Context, cardIDs [
 		"shop_id": shopID,
 		"status":  status,
 	}
-	return s.db.WithContext(ctx).Model(&model.IotCard{}).
+	if err := s.db.WithContext(ctx).Model(&model.IotCard{}).
 		Where("id IN ?", cardIDs).
-		Updates(updates).Error
+		Updates(updates).Error; err != nil {
+		return err
+	}
+	s.invalidateIotCardListCountCache(ctx)
+	return nil
 }
 
 func (s *IotCardStore) GetBoundCardIDs(ctx context.Context, cardIDs []uint) ([]uint, error) {
@@ -1157,9 +1181,13 @@ func (s *IotCardStore) BatchDelete(ctx context.Context, cardIDs []uint) error {
 	if len(cardIDs) == 0 {
 		return nil
 	}
-	return s.db.WithContext(ctx).
+	if err := s.db.WithContext(ctx).
 		Where("id IN ?", cardIDs).
-		Delete(&model.IotCard{}).Error
+		Delete(&model.IotCard{}).Error; err != nil {
+		return err
+	}
+	s.invalidateIotCardListCountCache(ctx)
+	return nil
 }
 
 // ExistsByVirtualNoBatch 批量检查 virtual_no 是否已存在
@@ -1243,24 +1271,73 @@ func (s *IotCardStore) ListForPollingBatch(ctx context.Context, lastID uint, lim
 
 // ==================== 列表计数缓存 ====================
 
-func (s *IotCardStore) getCachedCount(ctx context.Context, table string, filters map[string]any) (int64, bool) {
+func (s *IotCardStore) getCachedCount(ctx context.Context, table string, filters map[string]any) (int64, bool, int64) {
 	if s.redis == nil {
-		return 0, false
+		return 0, false, 0
 	}
-	key := constants.RedisListCountKey(table, middleware.GetUserIDFromContext(ctx), hashFilters(filters))
+	version := s.listCountCacheVersion(ctx, table)
+	key := s.listCountCacheKey(ctx, table, filters, version)
 	val, err := s.redis.Get(ctx, key).Int64()
 	if err != nil {
-		return 0, false
+		return 0, false, version
 	}
-	return val, true
+	return val, true, version
 }
 
-func (s *IotCardStore) cacheCount(ctx context.Context, table string, filters map[string]any, total int64) {
+func (s *IotCardStore) cacheCount(ctx context.Context, table string, filters map[string]any, total int64, version int64) {
 	if s.redis == nil {
 		return
 	}
-	key := constants.RedisListCountKey(table, middleware.GetUserIDFromContext(ctx), hashFilters(filters))
-	s.redis.Set(ctx, key, total, listCountCacheTTL)
+	if s.listCountCacheVersion(ctx, table) != version {
+		return
+	}
+	key := s.listCountCacheKey(ctx, table, filters, version)
+	_ = s.redis.Set(ctx, key, total, listCountCacheTTL).Err()
+}
+
+func (s *IotCardStore) listCountCacheKey(ctx context.Context, table string, filters map[string]any, version int64) string {
+	return constants.RedisListCountKey(
+		table,
+		version,
+		middleware.GetUserIDFromContext(ctx),
+		hashDataScope(ctx),
+		hashFilters(filters),
+	)
+}
+
+func (s *IotCardStore) listCountCacheVersion(ctx context.Context, table string) int64 {
+	version, err := s.redis.Get(ctx, constants.RedisListCountVersionKey(table)).Int64()
+	if err != nil {
+		return 0
+	}
+	return version
+}
+
+// InvalidateListCountCache 失效 IoT 卡相关列表计数缓存。
+func (s *IotCardStore) InvalidateListCountCache(ctx context.Context) {
+	s.invalidateIotCardListCountCache(ctx)
+}
+
+func (s *IotCardStore) invalidateIotCardListCountCache(ctx context.Context) {
+	s.invalidateListCountCache(ctx, "iot_card", "standalone")
+}
+
+func (s *IotCardStore) invalidateListCountCache(ctx context.Context, tables ...string) {
+	if s.redis == nil {
+		return
+	}
+
+	seen := make(map[string]struct{}, len(tables))
+	for _, table := range tables {
+		if table == "" {
+			continue
+		}
+		if _, ok := seen[table]; ok {
+			continue
+		}
+		seen[table] = struct{}{}
+		_ = s.redis.Incr(ctx, constants.RedisListCountVersionKey(table)).Err()
+	}
 }
 
 func hashFilters(filters map[string]any) string {
@@ -1280,3 +1357,27 @@ func hashFilters(filters map[string]any) string {
 	}
 	return fmt.Sprintf("%08x", h.Sum32())
 }
+
+func hashDataScope(ctx context.Context) string {
+	userType := middleware.GetUserTypeFromContext(ctx)
+	shopID := middleware.GetShopIDFromContext(ctx)
+	enterpriseID := middleware.GetEnterpriseIDFromContext(ctx)
+	subordinateIDs := middleware.GetSubordinateShopIDs(ctx)
+
+	h := fnv.New32a()
+	_, _ = fmt.Fprintf(h, "user_type=%d;shop_id=%d;enterprise_id=%d;", userType, shopID, enterpriseID)
+	if subordinateIDs == nil {
+		_, _ = h.Write([]byte("subordinate=nil"))
+		return fmt.Sprintf("%08x", h.Sum32())
+	}
+
+	ids := append([]uint(nil), subordinateIDs...)
+	sort.Slice(ids, func(i, j int) bool {
+		return ids[i] < ids[j]
+	})
+	_, _ = fmt.Fprint(h, "subordinate=")
+	for _, id := range ids {
+		_, _ = fmt.Fprintf(h, "%d,", id)
+	}
+	return fmt.Sprintf("%08x", h.Sum32())
+}
diff --git a/internal/task/device_import.go b/internal/task/device_import.go
index 15bc10d..efc332d 100644
--- a/internal/task/device_import.go
+++ b/internal/task/device_import.go
@@ -382,6 +382,9 @@ func (h *DeviceImportHandler) processBatch(ctx context.Context, task *model.Devi
 			result.failCount++
 			continue
 		}
+		if len(validCards) > 0 && h.iotCardStore != nil {
+			h.iotCardStore.InvalidateListCountCache(ctx)
+		}
 
 		for _, slotICCID := range row.SlotICCIDs {
 			if card, exists := existingCards[slotICCID.ICCID]; exists && !boundCards[slotICCID.ICCID] && card.ShopID == nil {
diff --git a/pkg/constants/redis.go b/pkg/constants/redis.go
index d287784..dfa70d3 100644
--- a/pkg/constants/redis.go
+++ b/pkg/constants/redis.go
@@ -339,8 +339,14 @@ func RedisPackageActivationLockKey(carrierType string, carrierID uint) string {
 // RedisListCountKey 列表查询计数缓存键
 // 用途：缓存分页列表的 COUNT(*) 结果，避免每次翻页重复全表计数
 // 过期时间：30 秒
-func RedisListCountKey(table string, userID uint, filterHash string) string {
-	return fmt.Sprintf("list_count:%s:%d:%s", table, userID, filterHash)
+func RedisListCountKey(table string, version int64, userID uint, scopeHash string, filterHash string) string {
+	return fmt.Sprintf("list_count:v2:%s:%d:%d:%s:%s", table, version, userID, scopeHash, filterHash)
+}
+
+// RedisListCountVersionKey 列表查询计数缓存版本键
+// 用途：数据变更后递增版本，让旧 COUNT(*) 缓存立即失效
+func RedisListCountVersionKey(table string) string {
+	return fmt.Sprintf("list_count_version:%s", table)
 }
 
 // ========================================