diff --git a/docs/changelog/index.md b/docs/changelog/index.md
index 2a6d4af6..ff291961 100644
--- a/docs/changelog/index.md
+++ b/docs/changelog/index.md
@@ -14,6 +14,7 @@ sidebar: false
 - 控制台接入中英双语（next-intl，无 URL 语言前缀）：默认中文，可在顶栏或「外观设置」切换；选择写入 cookie 后刷新生效。
 
 ### 🛠 修复
+- 修复在网站列表中删除已加入 Cloudflare 指向分组的域名后，访问 Cloudflare 指向分组详情报错「Cloudflare 资源不存在」的问题。
 - 修复自定义 Webhook 推送在企业微信/钉钉返回 HTTP 200 但 `errcode` 非零时仍记为成功的问题；任务日志会记录上游响应体。
 - 修复 OpenTelemetry Resource 绑定 semconv schema 版本导致 SDK 升级后可能无法启动的问题。
 - 修复静态导出（build:embed）部署下切换语言无效的问题：此前页面在构建时固定为默认中文，运行时不再读取 `NEXT_LOCALE`；现在客户端会按 cookie/浏览器语言重新解析并切换界面语言与 `html lang`。
diff --git a/internal/apps/openflare/cloudflare/logics.go b/internal/apps/openflare/cloudflare/logics.go
index 2078f4ac..8d14935a 100644
--- a/internal/apps/openflare/cloudflare/logics.go
+++ b/internal/apps/openflare/cloudflare/logics.go
@@ -423,6 +423,13 @@ func listMemberItems(ctx context.Context, groupID uint) ([]MemberItem, error) {
 	for i := range members {
 		domain, domainErr := repository.GetZoneDomainByID(ctx, members[i].ZoneDomainID)
 		if domainErr != nil {
+			if errors.Is(domainErr, gorm.ErrRecordNotFound) {
+				logger.WarnF(ctx, "[Cloudflare] cleaning up orphaned pointing member: member_id=%d zone_domain_id=%d", members[i].ID, members[i].ZoneDomainID)
+				if delErr := repository.DeleteCFPointingMember(ctx, &members[i]); delErr != nil {
+					logger.ErrorF(ctx, "[Cloudflare] delete orphaned member failed: member_id=%d error=%v", members[i].ID, delErr)
+				}
+				continue
+			}
 			return nil, domainErr
 		}
 		items = append(items, *memberItem(&members[i], domain))
diff --git a/internal/apps/openflare/cloudflare/reconcile.go b/internal/apps/openflare/cloudflare/reconcile.go
index 096f9b6f..5f0a331e 100644
--- a/internal/apps/openflare/cloudflare/reconcile.go
+++ b/internal/apps/openflare/cloudflare/reconcile.go
@@ -14,6 +14,7 @@ import (
 	"github.com/Rain-kl/Wavelet/internal/model"
 	"github.com/Rain-kl/Wavelet/internal/repository"
 	"github.com/Rain-kl/Wavelet/pkg/logger"
+	"gorm.io/gorm"
 )
 
 const (
@@ -116,6 +117,9 @@ func markMemberSynced(ctx context.Context, memberID uint, zoneID, recordID, ip s
 func DeleteManagedRecord(ctx context.Context, memberID uint) error {
 	state, err := repository.GetCFPointingMemberContext(ctx, memberID)
 	if err != nil {
+		if errors.Is(err, gorm.ErrRecordNotFound) {
+			return nil
+		}
 		return err
 	}
 	connection, err := repository.GetCFConnection(ctx)
diff --git a/internal/apps/openflare/cloudflare/routers_test.go b/internal/apps/openflare/cloudflare/routers_test.go
index b750e8e3..d945de53 100644
--- a/internal/apps/openflare/cloudflare/routers_test.go
+++ b/internal/apps/openflare/cloudflare/routers_test.go
@@ -9,6 +9,8 @@ import (
 	"strings"
 	"testing"
 
+	db "github.com/Rain-kl/Wavelet/internal/infra/persistence"
+	"github.com/Rain-kl/Wavelet/internal/repository"
 	"github.com/Rain-kl/Wavelet/internal/shared/response"
 	"github.com/gin-gonic/gin"
 )
@@ -41,3 +43,35 @@ func TestConnectionHandlersNeverReturnAPIToken(t *testing.T) {
 		t.Fatalf("GET /connection leaked token: %s", get.Body.String())
 	}
 }
+
+func TestGetGroupWithOrphanedMemberHealsAndSucceeds(t *testing.T) {
+	ctx, memberID := setupCloudflareLogicDB(t)
+	gin.SetMode(gin.TestMode)
+	router := gin.New()
+	router.Use(response.ErrorHandlerMiddleware())
+	router.GET("/groups/:id", GetGroupHandler)
+
+	member, err := repository.GetCFPointingMemberByID(ctx, memberID)
+	if err != nil {
+		t.Fatalf("GetCFPointingMemberByID() error = %v", err)
+	}
+
+	// Simulate orphaned member by deleting the ZoneDomain directly
+	if err := db.DB(ctx).Exec("DELETE FROM of_zone_domains WHERE id = ?", member.ZoneDomainID).Error; err != nil {
+		t.Fatalf("DELETE FROM of_zone_domains error = %v", err)
+	}
+
+	recorder := httptest.NewRecorder()
+	request := httptest.NewRequest(http.MethodGet, "/groups/1", nil)
+	router.ServeHTTP(recorder, request)
+
+	if recorder.Code != http.StatusOK {
+		t.Fatalf("GET /groups/1 status = %d, body = %s", recorder.Code, recorder.Body.String())
+	}
+
+	// Verify the orphaned member has been removed
+	_, err = repository.GetCFPointingMemberByID(ctx, memberID)
+	if err == nil {
+		t.Errorf("GetCFPointingMemberByID() should return not found after healing")
+	}
+}
diff --git a/internal/apps/openflare/cloudflare/tasks.go b/internal/apps/openflare/cloudflare/tasks.go
index 3e9d79fd..828b79d4 100644
--- a/internal/apps/openflare/cloudflare/tasks.go
+++ b/internal/apps/openflare/cloudflare/tasks.go
@@ -15,6 +15,7 @@ import (
 	"github.com/Rain-kl/Wavelet/internal/infra/task"
 	"github.com/Rain-kl/Wavelet/internal/model"
 	"github.com/Rain-kl/Wavelet/internal/repository"
+	"gorm.io/gorm"
 )
 
 const (
@@ -317,10 +318,19 @@ func executeBatchSync(
 		return &task.TaskResult{Message: message}, nil
 	}
 
+	syncedCount := 0
 	for index, member := range members {
 		domainName := fmt.Sprintf("zone_domain_id=%d", member.ZoneDomainID)
 		if domain, domainErr := repository.GetZoneDomainByID(ctx, member.ZoneDomainID); domainErr == nil {
 			domainName = domain.Domain
+		} else if errors.Is(domainErr, gorm.ErrRecordNotFound) {
+			task.AppendLog(ctx, "[%d/%d] 域名记录已不存在，清理孤立成员: member_id=%d zone_domain_id=%d",
+				index+1, len(members), member.ID, member.ZoneDomainID)
+			if delErr := repository.DeleteCFPointingMember(ctx, &member); delErr != nil {
+				task.AppendLog(ctx, "[%d/%d] 清理孤立成员失败: member_id=%d error=%v",
+					index+1, len(members), member.ID, delErr)
+			}
+			continue
 		}
 		task.AppendLog(ctx, "[%d/%d] 同步域名 %s (member_id=%d proxied=%v)",
 			index+1, len(members), domainName, member.ID, member.Proxied)
@@ -329,13 +339,14 @@ func executeBatchSync(
 				index+1, len(members), domainName, member.ID, err)
 			return nil, err
 		}
+		syncedCount++
 		task.AppendLog(ctx, "[%d/%d] 成功: domain=%s", index+1, len(members), domainName)
 	}
 
-	message := fmt.Sprintf("Cloudflare %s同步完成: %s 共 %d 个域名", scope, scopeName, len(members))
+	message := fmt.Sprintf("Cloudflare %s同步完成: %s 共 %d 个域名", scope, scopeName, syncedCount)
 	if activeNode != "" {
 		message = fmt.Sprintf("Cloudflare %s同步完成: %s → %s，共 %d 个域名",
-			scope, scopeName, activeNode, len(members))
+			scope, scopeName, activeNode, syncedCount)
 	}
 	task.AppendLog(ctx, "%s", message)
 	return &task.TaskResult{Message: message}, nil
diff --git a/internal/apps/openflare/zone/logics.go b/internal/apps/openflare/zone/logics.go
index df518b67..34b27517 100644
--- a/internal/apps/openflare/zone/logics.go
+++ b/internal/apps/openflare/zone/logics.go
@@ -10,8 +10,10 @@ import (
 	"strings"
 	"time"
 
+	cf "github.com/Rain-kl/Wavelet/internal/apps/openflare/cloudflare"
 	"github.com/Rain-kl/Wavelet/internal/model"
 	"github.com/Rain-kl/Wavelet/internal/repository"
+	"github.com/Rain-kl/Wavelet/pkg/logger"
 	"golang.org/x/net/publicsuffix"
 	"gorm.io/gorm"
 )
@@ -220,6 +222,19 @@ func DeleteDomain(ctx context.Context, zoneID, id uint) error {
 	if item.ProxyRouteID != nil {
 		return errors.New(errDomainBoundToRoute)
 	}
+	member, cfErr := repository.GetCFPointingMemberByZoneDomainID(ctx, item.ID)
+	if cfErr != nil && !errors.Is(cfErr, gorm.ErrRecordNotFound) {
+		return cfErr
+	}
+	if member != nil {
+		if delErr := cf.DeleteManagedRecord(ctx, member.ID); delErr != nil {
+			logger.WarnF(ctx, "[Zone] delete managed Cloudflare record failed for domain %s (member_id=%d): %v", item.Domain, member.ID, delErr)
+		}
+		if delMemberErr := repository.DeleteCFPointingMember(ctx, member); delMemberErr != nil {
+			logger.ErrorF(ctx, "[Zone] delete Cloudflare pointing member failed: member_id=%d error=%v", member.ID, delMemberErr)
+			return delMemberErr
+		}
+	}
 	return repository.DeleteZoneDomain(ctx, item)
 }
 
diff --git a/internal/apps/openflare/zone/logics_test.go b/internal/apps/openflare/zone/logics_test.go
index b9585667..57b9e465 100644
--- a/internal/apps/openflare/zone/logics_test.go
+++ b/internal/apps/openflare/zone/logics_test.go
@@ -22,7 +22,7 @@ func setupZoneDB(t *testing.T) context.Context {
 	t.Helper()
 	conn, err := gorm.Open(sqlite.Open(":memory:"), &gorm.Config{DisableForeignKeyConstraintWhenMigrating: true})
 	require.NoError(t, err)
-	require.NoError(t, conn.AutoMigrate(&model.Zone{}, &model.ZoneDomain{}, &model.TLSCertificate{}))
+	require.NoError(t, conn.AutoMigrate(&model.Zone{}, &model.ZoneDomain{}, &model.TLSCertificate{}, &model.CFPointingGroup{}, &model.CFPointingMember{}))
 	db.SetDB(conn)
 	t.Cleanup(func() { db.SetDB(nil) })
 	return context.Background()
@@ -54,6 +54,22 @@ func TestDeleteDomainRejectsBoundRoute(t *testing.T) {
 	require.NoError(t, DeleteDomain(ctx, zone.ID, item.ID))
 }
 
+func TestDeleteDomainCleansUpCloudflareMember(t *testing.T) {
+	ctx := setupZoneDB(t)
+	zone, err := Create(ctx, Input{Domain: "example.com"})
+	require.NoError(t, err)
+	domain, err := CreateDomain(ctx, zone.ID, DomainInput{Domain: "api.example.com"})
+	require.NoError(t, err)
+
+	member := model.CFPointingMember{GroupID: 1, ZoneDomainID: domain.ID}
+	require.NoError(t, repository.CreateCFPointingMember(ctx, &member))
+
+	require.NoError(t, DeleteDomain(ctx, zone.ID, domain.ID))
+
+	_, err = repository.GetCFPointingMemberByZoneDomainID(ctx, domain.ID)
+	require.Error(t, err)
+}
+
 func TestLegacyImportUsesEffectiveTLDPlusOne(t *testing.T) {
 	root, err := zoneRoot("api.example.co.uk")
 	require.NoError(t, err)
diff --git a/internal/repository/openflare_cloudflare.go b/internal/repository/openflare_cloudflare.go
index 7158b7d6..0f28b117 100644
--- a/internal/repository/openflare_cloudflare.go
+++ b/internal/repository/openflare_cloudflare.go
@@ -91,7 +91,9 @@ func DeleteCFPointingGroup(ctx context.Context, id uint) error {
 // CountCFPointingMembersByGroupID counts members in a group.
 func CountCFPointingMembersByGroupID(ctx context.Context, groupID uint) (int64, error) {
 	var count int64
-	err := db.DB(ctx).Model(&model.CFPointingMember{}).Where("group_id = ?", groupID).Count(&count).Error
+	err := db.DB(ctx).Table("of_cf_pointing_members AS members").
+		Joins("JOIN of_zone_domains AS domains ON domains.id = members.zone_domain_id").
+		Where("members.group_id = ?", groupID).Count(&count).Error
 	return count, err
 }
 
diff --git a/internal/repository/openflare_zone.go b/internal/repository/openflare_zone.go
index e73aa42c..b2d22f03 100644
--- a/internal/repository/openflare_zone.go
+++ b/internal/repository/openflare_zone.go
@@ -97,7 +97,16 @@ func SaveZoneDomain(ctx context.Context, domain *model.ZoneDomain) error {
 
 // DeleteZoneDomain deletes a zone domain record.
 func DeleteZoneDomain(ctx context.Context, domain *model.ZoneDomain) error {
-	return db.DB(ctx).Delete(domain).Error
+	conn := db.DB(ctx)
+	if conn == nil {
+		return errors.New(errDatabaseNotInitialized)
+	}
+	return conn.Transaction(func(tx *gorm.DB) error {
+		if err := tx.Where("zone_domain_id = ?", domain.ID).Delete(&model.CFPointingMember{}).Error; err != nil {
+			return err
+		}
+		return tx.Delete(domain).Error
+	})
 }
 
 // ListZoneDomainsByRouteID returns the domains bound to a proxy route.