fix monitoring manual mark attribution

apps/admin-web/src/views/TrackingQuestionDetailView.vue

@@ -2,6 +2,7 @@
 import { ArrowLeftOutlined, BookOutlined, CopyOutlined } from '@ant-design/icons-vue'
 import type {
   MonitoringQuestionCitationAnalysisItem,
+  MonitoringQuestionContentCitation,
   MonitoringQuestionDetailCitation,
   MonitoringQuestionDetailPlatform,
   MonitoringSourceItem,
@@ -198,7 +199,10 @@ const activeDeepSeekCitationReferenceLabels = computed<string[][]>(() => {
 })
 
 const activeInlineContentCitations = computed<TrackingAnalyzedContentCitation[]>(() => {
-  return analyzeInlineContentCitations(activePlatform.value)
+  return analyzeContentCitations(
+    activePlatform.value,
+    detailQuery.data.value?.content_citations ?? [],
+  )
 })
 
 const shouldShowInlineContentCitations = computed(() => {
@@ -266,7 +270,7 @@ function openImitationCreate(
 }
 
 function markCitationAsExternal(citation: MonitoringQuestionDetailCitation): void {
-  if (!canMarkCitationAsExternal(citation, activePlatform.value?.ai_platform_id)) {
+  if (!canMarkCitationAsExternal(citation)) {
     return
   }
   markCitationMutation.mutate(citation)
@@ -351,9 +355,8 @@ function isManualMarkedCitation(
 
 function canMarkCitationAsExternal(
   citation: MonitoringQuestionDetailCitation | null | undefined,
-  platformId: string | null | undefined,
 ): boolean {
-  if (!citation || !supportsContentCitationDisplay(platformId)) {
+  if (!citation) {
     return false
   }
   if (!String(citation.cited_url ?? '').trim()) {
@@ -367,7 +370,7 @@ function canMarkCitationAsExternal(
 }
 
 function isLinkedInlineCitationPlatform(platformId: string | null | undefined): boolean {
-  return platformId === 'yuanbao'
+  return platformId === 'yuanbao' || platformId === 'qwen'
 }
 
 function isKimiInlineCitationPlatform(platformId: string | null | undefined): boolean {
@@ -378,10 +381,6 @@ function isDeepSeekInlineCitationPlatform(platformId: string | null | undefined)
   return platformId === 'deepseek'
 }
 
-function supportsContentCitationDisplay(platformId: string | null | undefined): boolean {
-  return platformId !== 'qwen'
-}
-
 function createQwenSourceGroupPattern(): RegExp {
   return /\[\[source_group_web_(\d+)\]\]/g
 }
@@ -1140,6 +1139,36 @@ function collectDeepSeekInlineCitationOccurrences(
   }))
 }
 
+function analyzeContentCitations(
+  platform: MonitoringQuestionDetailPlatform | null,
+  contentCitations: MonitoringQuestionContentCitation[],
+): TrackingAnalyzedContentCitation[] {
+  const platformId = normalizeMonitoringPlatformId(platform?.ai_platform_id)
+  const serverItems = contentCitations
+    .filter((item) => normalizeMonitoringPlatformId(item.ai_platform_id) === platformId)
+    .sort((left, right) => {
+      if (right.citation_count !== left.citation_count) {
+        return right.citation_count - left.citation_count
+      }
+      return left.article_title.localeCompare(right.article_title, 'zh-CN')
+    })
+    .map((item) => ({
+      key: `server-${item.ai_platform_id}-${item.source_type}-${item.source_id}`,
+      contentName: item.article_title || item.source_url || '--',
+      channelName: item.publish_platform || deriveCitationChannelName(item.source_url),
+      citationCount: item.citation_count,
+      citationRate: item.citation_rate,
+      citedURL: item.source_url || null,
+      sourceType: item.source_type,
+    }))
+
+  if (serverItems.length > 0) {
+    return serverItems
+  }
+
+  return analyzeInlineContentCitations(platform)
+}
+
 function analyzeInlineContentCitations(
   platform: MonitoringQuestionDetailPlatform | null,
 ): TrackingAnalyzedContentCitation[] {
@@ -1563,7 +1592,7 @@ const contentCitationColumns = computed(() => [
                     </span>
                     <div class="tracking-question-source-card__actions">
                       <a-tooltip
-                        v-if="canMarkCitationAsExternal(citation, activePlatform?.ai_platform_id)"
+                        v-if="canMarkCitationAsExternal(citation)"
                         :title="t('tracking.markAsExternalArticle')"
                       >
                         <button
@@ -1592,20 +1621,14 @@ const contentCitationColumns = computed(() => [
                       </a-tooltip>
                     </div>
                     <a-tag
-                      v-if="
+                      v-if="citation.article_id"
-                        citation.article_id &&
-                        supportsContentCitationDisplay(activePlatform?.ai_platform_id)
-                      "
                       color="blue"
                       class="tracking-question-source-card__badge"
                     >
                       {{ t('tracking.contentCitationBadge') }}
                     </a-tag>
                     <a-tag
-                      v-else-if="
+                      v-else-if="isManualMarkedCitation(citation)"
-                        isManualMarkedCitation(citation) &&
-                        supportsContentCitationDisplay(activePlatform?.ai_platform_id)
-                      "
                       color="green"
                       class="tracking-question-source-card__badge"
                     >
@@ -1654,10 +1677,7 @@ const contentCitationColumns = computed(() => [
                         {{ record.site_name }}
                       </strong>
                       <small
-                        v-if="
+                        v-if="record.content_citation_count > 0"
-                          record.content_citation_count > 0 &&
-                          supportsContentCitationDisplay(record.ai_platform_id)
-                        "
                         class="meta-subtext"
                       >
                         {{

server/internal/tenant/app/monitoring_callback_service.go

@@ -3213,11 +3213,11 @@ func (s *MonitoringCallbackService) loadExistingRunSummary(ctx context.Context,
 	if err := s.monitoringPool.QueryRow(ctx, `
 			SELECT
 				COUNT(*)::int AS citation_source_count,
-				COUNT(*) FILTER (WHERE content_source_type IS NOT NULL AND content_source_id IS NOT NULL AND $3::text <> 'qwen')::int AS content_citation_count
+				COUNT(*) FILTER (WHERE content_source_type IS NOT NULL AND content_source_id IS NOT NULL)::int AS content_citation_count
 			FROM monitoring_citation_facts
-		WHERE tenant_id = $1
+			WHERE tenant_id = $1
-		  AND run_id = $2
+			  AND run_id = $2
-	`, task.TenantID, runID.Int64, normalizeMonitoringPlatformID(task.AIPlatformID)).Scan(&citationSourceCount, &contentCitationCount); err != nil {
+		`, task.TenantID, runID.Int64).Scan(&citationSourceCount, &contentCitationCount); err != nil {
 		return nil, 0, 0, response.ErrInternal(50041, "citation_lookup_failed", "failed to inspect existing citation facts")
 	}
 
@@ -3340,12 +3340,7 @@ func monitoringPlatformUsesDedicatedCitationPanel(platformID string) bool {
 }
 
 func monitoringPlatformResolvesContentCitations(platformID string) bool {
-	switch normalizeMonitoringPlatformID(platformID) {
+	return normalizeMonitoringPlatformID(platformID) != ""
-	case "qwen":
-		return false
-	default:
-		return true
-	}
 }
 
 func newMonitoringTaskResultEnvelope(task *monitoringCollectTask, installationID string, receivedAt time.Time, req MonitoringTaskResultRequest) monitoringTaskResultEnvelope {

server/internal/tenant/app/monitoring_callback_service_test.go

@@ -535,7 +535,17 @@ func TestBuildMonitoringRawPayloadQwenIncludesSearchResultsInCitationInputs(t *t
 	}
 }
 
-func TestBuildMonitoringCitationFactCanDisableContentResolution(t *testing.T) {
+func TestMonitoringPlatformResolvesContentCitationsForAllKnownModels(t *testing.T) {
+	for _, platformID := range []string{"doubao", "qwen", "kimi", "deepseek", "wenxin", "yuanbao"} {
+		t.Run(platformID, func(t *testing.T) {
+			if !monitoringPlatformResolvesContentCitations(platformID) {
+				t.Fatalf("monitoringPlatformResolvesContentCitations(%q) = false, want true", platformID)
+			}
+		})
+	}
+}
+
+func TestBuildMonitoringCitationFactResolvesContentForQwen(t *testing.T) {
 	aliasArticleID := int64(42)
 	aliasPublishRecordID := int64(84)
 	normalizedURL := "https://example.com/article"
@@ -561,15 +571,15 @@ func TestBuildMonitoringCitationFactCanDisableContentResolution(t *testing.T) {
 		t.Fatalf("resolved PublishRecordID = %v, want %d", resolvedFact.PublishRecordID, aliasPublishRecordID)
 	}
 
-	sourceOnlyFact, ok := buildMonitoringCitationFact(input, aliasMap, false)
+	sourceOnlyFact, ok := buildMonitoringCitationFact(input, aliasMap, monitoringPlatformResolvesContentCitations("qwen"))
 	if !ok {
-		t.Fatal("buildMonitoringCitationFact() without content resolution returned !ok")
+		t.Fatal("buildMonitoringCitationFact() for qwen returned !ok")
 	}
-	if sourceOnlyFact.ArticleID != nil {
+	if sourceOnlyFact.ArticleID == nil || *sourceOnlyFact.ArticleID != aliasArticleID {
-		t.Fatalf("source-only ArticleID = %v, want nil", sourceOnlyFact.ArticleID)
+		t.Fatalf("qwen ArticleID = %v, want %d", sourceOnlyFact.ArticleID, aliasArticleID)
 	}
-	if sourceOnlyFact.PublishRecordID != nil {
+	if sourceOnlyFact.PublishRecordID == nil || *sourceOnlyFact.PublishRecordID != aliasPublishRecordID {
-		t.Fatalf("source-only PublishRecordID = %v, want nil", sourceOnlyFact.PublishRecordID)
+		t.Fatalf("qwen PublishRecordID = %v, want %d", sourceOnlyFact.PublishRecordID, aliasPublishRecordID)
 	}
 }
 

server/internal/tenant/app/monitoring_marked_article_service.go

@@ -5,11 +5,13 @@ import (
 	"database/sql"
 	"fmt"
 	"net/url"
+	"sort"
 	"strconv"
 	"strings"
 	"time"
 
 	"github.com/jackc/pgx/v5"
+	"go.uber.org/zap"
 
 	"github.com/geo-platform/tenant-api/internal/shared/auth"
 	"github.com/geo-platform/tenant-api/internal/shared/response"
@@ -61,6 +63,11 @@ type monitoringMarkedArticleURLMeta struct {
 	LastPathSegment   *string
 }
 
+type monitoringProjectionRefreshScope struct {
+	BrandID      int64
+	BusinessDate time.Time
+}
+
 func (s *MonitoringService) ListMarkedArticles(ctx context.Context, params MonitoringMarkedArticleListParams) (*MonitoringMarkedArticleListResponse, error) {
 	actor := auth.MustActor(ctx)
 	pageReq := normalizeMonitoringPageRequest(MonitoringPageRequest{
@@ -208,9 +215,11 @@ func (s *MonitoringService) CreateMarkedArticle(ctx context.Context, req Monitor
 		return nil, response.ErrInternal(50041, "marked_article_create_failed", "failed to save marked article")
 	}
 
-	if err := s.syncMarkedArticleCitationFacts(ctx, actor.TenantID, id, meta.NormalizedURL); err != nil {
+	scopes, err := s.syncMarkedArticleCitationFacts(ctx, actor.TenantID, id, meta)
+	if err != nil {
 		return nil, err
 	}
+	s.refreshMarkedArticleProjectionScopes(ctx, actor.TenantID, scopes)
 
 	return s.GetMarkedArticle(ctx, id)
 }
@@ -260,14 +269,20 @@ func (s *MonitoringService) UpdateMarkedArticle(ctx context.Context, id int64, r
 	if tag.RowsAffected() == 0 {
 		return nil, response.ErrNotFound(40441, "marked_article_not_found", "marked article not found")
 	}
+	scopes := make([]monitoringProjectionRefreshScope, 0)
 	if oldNormalizedURL != "" && oldNormalizedURL != meta.NormalizedURL {
-		if err := s.clearMarkedArticleCitationFacts(ctx, actor.TenantID, id, oldNormalizedURL); err != nil {
+		clearedScopes, err := s.clearMarkedArticleCitationFacts(ctx, actor.TenantID, id, "")
+		if err != nil {
 			return nil, err
 		}
+		scopes = append(scopes, clearedScopes...)
 	}
-	if err := s.syncMarkedArticleCitationFacts(ctx, actor.TenantID, id, meta.NormalizedURL); err != nil {
+	syncedScopes, err := s.syncMarkedArticleCitationFacts(ctx, actor.TenantID, id, meta)
+	if err != nil {
 		return nil, err
 	}
+	scopes = append(scopes, syncedScopes...)
+	s.refreshMarkedArticleProjectionScopes(ctx, actor.TenantID, scopes)
 	return s.GetMarkedArticle(ctx, id)
 }
 
@@ -297,9 +312,11 @@ func (s *MonitoringService) DeleteMarkedArticle(ctx context.Context, id int64) e
 	if tag.RowsAffected() == 0 {
 		return response.ErrNotFound(40441, "marked_article_not_found", "marked article not found")
 	}
-	if err := s.clearMarkedArticleCitationFacts(ctx, actor.TenantID, id, normalizedURL); err != nil {
+	scopes, err := s.clearMarkedArticleCitationFacts(ctx, actor.TenantID, id, "")
+	if err != nil {
 		return err
 	}
+	s.refreshMarkedArticleProjectionScopes(ctx, actor.TenantID, scopes)
 	return nil
 }
 
@@ -431,27 +448,95 @@ func normalizeMarkedArticleDomain(value string) string {
 	return trimmed
 }
 
-func (s *MonitoringService) syncMarkedArticleCitationFacts(ctx context.Context, tenantID, markedArticleID int64, normalizedURL string) error {
+func (s *MonitoringService) syncMarkedArticleCitationFacts(ctx context.Context, tenantID, markedArticleID int64, meta monitoringMarkedArticleURLMeta) ([]monitoringProjectionRefreshScope, error) {
-	if tenantID <= 0 || markedArticleID <= 0 || strings.TrimSpace(normalizedURL) == "" {
+	if tenantID <= 0 || markedArticleID <= 0 || strings.TrimSpace(meta.NormalizedURL) == "" {
-		return nil
+		return nil, nil
+	}
+
+	matches, scopes, err := s.findMarkedArticleCitationFactMatches(ctx, tenantID, markedArticleID, meta)
+	if err != nil {
+		return nil, err
+	}
+	if len(matches) == 0 {
+		return scopes, nil
 	}
 	if _, err := s.monitoringPool.Exec(ctx, `
 		UPDATE monitoring_citation_facts
 		SET content_source_type = 'manual_mark',
 		    content_source_id = $3
 		WHERE tenant_id = $1
-		  AND normalized_url = $2
+		  AND id = ANY($2::bigint[])
 		  AND content_source_type IS NULL
 		  AND content_source_id IS NULL
-	`, tenantID, strings.TrimSpace(normalizedURL), markedArticleID); err != nil {
+	`, tenantID, matches, markedArticleID); err != nil {
-		return response.ErrInternal(50041, "marked_article_citation_sync_failed", "failed to sync marked article citations")
+		return nil, response.ErrInternal(50041, "marked_article_citation_sync_failed", "failed to sync marked article citations")
 	}
-	return nil
+	return scopes, nil
 }
 
-func (s *MonitoringService) clearMarkedArticleCitationFacts(ctx context.Context, tenantID, markedArticleID int64, normalizedURL string) error {
+func (s *MonitoringService) findMarkedArticleCitationFactMatches(ctx context.Context, tenantID, markedArticleID int64, meta monitoringMarkedArticleURLMeta) ([]int64, []monitoringProjectionRefreshScope, error) {
+	targetKeys := monitoringCitationCandidateKeySet(meta.OriginalURL, meta.NormalizedURL)
+	if len(targetKeys) == 0 {
+		return nil, nil, nil
+	}
+
+	rows, err := s.monitoringPool.Query(ctx, `
+		SELECT
+			id,
+			cited_url,
+			normalized_url,
+			brand_id,
+			business_date
+		FROM monitoring_citation_facts
+		WHERE tenant_id = $1
+		  AND business_date >= (CURRENT_DATE - INTERVAL '6 months')::date
+		  AND (
+		    (content_source_type IS NULL AND content_source_id IS NULL)
+		    OR (content_source_type = 'manual_mark' AND content_source_id = $2)
+		  )
+		  AND (
+		    normalized_url = $3
+		    OR LOWER(registrable_domain) = ANY($4::text[])
+		    OR LOWER(site_key) = ANY($4::text[])
+		    OR LOWER(host) = ANY($4::text[])
+		  )
+	`, tenantID, markedArticleID, strings.TrimSpace(meta.NormalizedURL), markedArticleDomainKeys(meta))
+	if err != nil {
+		return nil, nil, response.ErrInternal(50041, "marked_article_citation_lookup_failed", "failed to inspect marked article citations")
+	}
+	defer rows.Close()
+
+	matchedIDs := make([]int64, 0)
+	scopeSet := make(map[string]monitoringProjectionRefreshScope)
+	for rows.Next() {
+		var factID int64
+		var citedURL string
+		var normalizedURL string
+		var brandID int64
+		var businessDate time.Time
+		if scanErr := rows.Scan(&factID, &citedURL, &normalizedURL, &brandID, &businessDate); scanErr != nil {
+			return nil, nil, response.ErrInternal(50041, "marked_article_citation_scan_failed", "failed to parse marked article citations")
+		}
+		if !monitoringCitationMatchesAnyKey(citedURL, normalizedURL, targetKeys) {
+			continue
+		}
+		matchedIDs = append(matchedIDs, factID)
+		key := monitoringProjectionScopeKey(brandID, businessDate)
+		scopeSet[key] = monitoringProjectionRefreshScope{
+			BrandID:      brandID,
+			BusinessDate: monitoringCanonicalBusinessDay(businessDate),
+		}
+	}
+	if err := rows.Err(); err != nil {
+		return nil, nil, response.ErrInternal(50041, "marked_article_citation_scan_failed", "failed to iterate marked article citations")
+	}
+
+	return matchedIDs, sortedMonitoringProjectionRefreshScopes(scopeSet), nil
+}
+
+func (s *MonitoringService) clearMarkedArticleCitationFacts(ctx context.Context, tenantID, markedArticleID int64, normalizedURL string) ([]monitoringProjectionRefreshScope, error) {
 	if tenantID <= 0 || markedArticleID <= 0 {
-		return nil
+		return nil, nil
 	}
 	args := []interface{}{tenantID, markedArticleID}
 	whereURL := ""
@@ -459,17 +544,147 @@ func (s *MonitoringService) clearMarkedArticleCitationFacts(ctx context.Context,
 		args = append(args, trimmed)
 		whereURL = " AND normalized_url = $3"
 	}
-	if _, err := s.monitoringPool.Exec(ctx, `
+	rows, err := s.monitoringPool.Query(ctx, `
 		UPDATE monitoring_citation_facts
 		SET content_source_type = NULL,
 		    content_source_id = NULL
 		WHERE tenant_id = $1
 		  AND content_source_type = 'manual_mark'
 		  AND content_source_id = $2
-	`+whereURL, args...); err != nil {
+	`+whereURL+`
-		return response.ErrInternal(50041, "marked_article_citation_clear_failed", "failed to clear marked article citations")
+		RETURNING brand_id, business_date
+	`, args...)
+	if err != nil {
+		return nil, response.ErrInternal(50041, "marked_article_citation_clear_failed", "failed to clear marked article citations")
 	}
-	return nil
+	defer rows.Close()
+
+	scopeSet := make(map[string]monitoringProjectionRefreshScope)
+	for rows.Next() {
+		var brandID int64
+		var businessDate time.Time
+		if scanErr := rows.Scan(&brandID, &businessDate); scanErr != nil {
+			return nil, response.ErrInternal(50041, "marked_article_citation_clear_scan_failed", "failed to parse cleared marked article citations")
+		}
+		key := monitoringProjectionScopeKey(brandID, businessDate)
+		scopeSet[key] = monitoringProjectionRefreshScope{
+			BrandID:      brandID,
+			BusinessDate: monitoringCanonicalBusinessDay(businessDate),
+		}
+	}
+	if err := rows.Err(); err != nil {
+		return nil, response.ErrInternal(50041, "marked_article_citation_clear_scan_failed", "failed to iterate cleared marked article citations")
+	}
+
+	return sortedMonitoringProjectionRefreshScopes(scopeSet), nil
+}
+
+func (s *MonitoringService) refreshMarkedArticleProjectionScopes(ctx context.Context, tenantID int64, scopes []monitoringProjectionRefreshScope) {
+	if s == nil || s.monitoringPool == nil || tenantID <= 0 || len(scopes) == 0 {
+		return
+	}
+
+	grouped := make(map[string][]int64)
+	for _, scope := range scopes {
+		if scope.BrandID <= 0 || scope.BusinessDate.IsZero() {
+			continue
+		}
+		dateText := monitoringBusinessDateText(scope.BusinessDate)
+		grouped[dateText] = append(grouped[dateText], scope.BrandID)
+	}
+	if len(grouped) == 0 {
+		return
+	}
+
+	rebuilder := &MonitoringCallbackService{
+		monitoringPool: s.monitoringPool,
+		logger:         s.logger,
+	}
+	for dateText, brandIDs := range grouped {
+		businessDate, err := parseMonitoringBusinessDateInLocation(dateText, monitoringBusinessLocation())
+		if err != nil {
+			continue
+		}
+		rebuildCtx, cancel := context.WithTimeout(ctx, monitoringProjectionFallbackTimeout)
+		err = rebuilder.rebuildBrandDailyProjectionBatch(rebuildCtx, tenantID, businessDate, brandIDs)
+		cancel()
+		if err != nil && s.logger != nil {
+			s.logger.Warn("marked article projection refresh failed",
+				zap.Int64("tenant_id", tenantID),
+				zap.String("business_date", dateText),
+				zap.Int("brand_count", len(uniqueSortedMonitoringProjectionBrandIDs(brandIDs))),
+				zap.Error(err),
+			)
+		}
+	}
+}
+
+func monitoringCitationCandidateKeySet(rawURL, normalizedURL string) map[string]struct{} {
+	keys := monitoringCitationCandidateKeys(rawURL, normalizedURL)
+	result := make(map[string]struct{}, len(keys))
+	for _, key := range keys {
+		key = strings.TrimSpace(key)
+		if key != "" {
+			result[key] = struct{}{}
+		}
+	}
+	return result
+}
+
+func monitoringCitationMatchesAnyKey(rawURL, normalizedURL string, targetKeys map[string]struct{}) bool {
+	if len(targetKeys) == 0 {
+		return false
+	}
+	for _, key := range monitoringCitationCandidateKeys(rawURL, normalizedURL) {
+		if _, ok := targetKeys[key]; ok {
+			return true
+		}
+	}
+	return false
+}
+
+func markedArticleDomainKeys(meta monitoringMarkedArticleURLMeta) []string {
+	values := []string{meta.RegistrableDomain, meta.SiteKey, meta.Host}
+	result := make([]string, 0, len(values))
+	seen := make(map[string]struct{}, len(values))
+	for _, value := range values {
+		key := strings.ToLower(strings.TrimSpace(value))
+		if key == "" {
+			continue
+		}
+		if _, ok := seen[key]; ok {
+			continue
+		}
+		seen[key] = struct{}{}
+		result = append(result, key)
+	}
+	return result
+}
+
+func monitoringProjectionScopeKey(brandID int64, businessDate time.Time) string {
+	return strconv.FormatInt(brandID, 10) + ":" + monitoringBusinessDateText(businessDate)
+}
+
+func sortedMonitoringProjectionRefreshScopes(scopeSet map[string]monitoringProjectionRefreshScope) []monitoringProjectionRefreshScope {
+	if len(scopeSet) == 0 {
+		return nil
+	}
+	items := make([]monitoringProjectionRefreshScope, 0, len(scopeSet))
+	for _, item := range scopeSet {
+		if item.BrandID <= 0 || item.BusinessDate.IsZero() {
+			continue
+		}
+		items = append(items, item)
+	}
+	sort.Slice(items, func(left, right int) bool {
+		leftDate := monitoringBusinessDateText(items[left].BusinessDate)
+		rightDate := monitoringBusinessDateText(items[right].BusinessDate)
+		if leftDate != rightDate {
+			return leftDate < rightDate
+		}
+		return items[left].BrandID < items[right].BrandID
+	})
+	return items
 }
 
 func nullableTimePtr(value *time.Time) interface{} {

server/internal/tenant/app/monitoring_projection.go

@@ -216,7 +216,6 @@ func (s *MonitoringCallbackService) loadMonitoringBrandDailyAggregate(ctx contex
 		  AND cf.business_date = $4::date
 		  AND cf.content_source_type IS NOT NULL
 		  AND cf.content_source_id IS NOT NULL
-		  AND r.ai_platform_id <> 'qwen'
 		  AND r.collector_type = $3
 		  AND r.business_date = $4::date
 		  AND r.status = 'succeeded'

server/internal/tenant/app/monitoring_service.go

@@ -3454,18 +3454,15 @@ func (s *MonitoringService) loadCitationRanking(
 				fr.ai_platform_id,
 				COUNT(cf.id)::bigint AS citation_source_count,
 				COUNT(cf.id) FILTER (
-					WHERE fr.ai_platform_id <> 'qwen'
+					WHERE cf.content_source_type IS NOT NULL
-					  AND cf.content_source_type IS NOT NULL
 					  AND cf.content_source_id IS NOT NULL
 				)::bigint AS saas_source_count,
 				COUNT(DISTINCT cf.run_id) FILTER (
-					WHERE fr.ai_platform_id <> 'qwen'
+					WHERE cf.content_source_type IS NOT NULL
-					  AND cf.content_source_type IS NOT NULL
 					  AND cf.content_source_id IS NOT NULL
 				)::bigint AS cited_answer_count,
 				COUNT(DISTINCT cf.content_source_type || ':' || cf.content_source_id::text) FILTER (
-					WHERE fr.ai_platform_id <> 'qwen'
+					WHERE cf.content_source_type IS NOT NULL
-					  AND cf.content_source_type IS NOT NULL
 					  AND cf.content_source_id IS NOT NULL
 				)::bigint AS cited_article_count
 			FROM filtered_runs fr
@@ -3658,7 +3655,6 @@ func (s *MonitoringService) loadCitedArticleSourceRows(
 			 AND r.id = cf.run_id
 			WHERE cf.tenant_id = $1
 			  AND ($2::bigint = 0 OR cf.brand_id = $2)
-			  AND cf.ai_platform_id <> 'qwen'
 			  AND cf.business_date BETWEEN $4::date AND $5::date
 			  AND cf.content_source_type IS NOT NULL
 			  AND cf.content_source_id IS NOT NULL
@@ -4278,7 +4274,7 @@ func (s *MonitoringService) loadQuestionCitationAnalysis(ctx context.Context, te
 			}
 		}
 		item.CitationCount++
-		if platformID != "qwen" && sourceType.Valid && strings.TrimSpace(sourceType.String) != "" && sourceID.Valid {
+		if sourceType.Valid && strings.TrimSpace(sourceType.String) != "" && sourceID.Valid {
 			item.ContentCitationCount++
 		}
 		aggregates[key] = item
@@ -4324,7 +4320,6 @@ func (s *MonitoringService) loadQuestionContentCitations(ctx context.Context, te
 			ON cf.tenant_id = r.tenant_id AND cf.run_id = r.id
 		WHERE r.tenant_id = $1
 		  AND r.status = 'succeeded'
-		  AND r.ai_platform_id <> 'qwen'
 		  AND r.id = ANY($2)
 	`, tenantID, runIDs)
 	if err != nil {

server/migrations_monitoring/20260625102000_speed_manual_mark_citation_sync.down.sql

@@ -0,0 +1,2 @@
+DROP INDEX IF EXISTS idx_citation_facts_manual_mark_refresh;
+DROP INDEX IF EXISTS idx_citation_facts_manual_mark_sync_candidates;

server/migrations_monitoring/20260625102000_speed_manual_mark_citation_sync.up.sql

@@ -0,0 +1,21 @@
+CREATE INDEX IF NOT EXISTS idx_citation_facts_manual_mark_sync_candidates
+    ON monitoring_citation_facts (
+        tenant_id,
+        business_date,
+        registrable_domain,
+        site_key,
+        host
+    )
+    WHERE content_source_type IS NULL
+      AND content_source_id IS NULL;
+
+CREATE INDEX IF NOT EXISTS idx_citation_facts_manual_mark_refresh
+    ON monitoring_citation_facts (
+        tenant_id,
+        content_source_type,
+        content_source_id,
+        brand_id,
+        business_date
+    )
+    WHERE content_source_type = 'manual_mark'
+      AND content_source_id IS NOT NULL;

server/migrations_monitoring/20260625103500_backfill_manual_mark_citation_slash_variants.down.sql

@@ -0,0 +1,53 @@
+CREATE TEMP TABLE tmp_manual_mark_backfill_affected ON COMMIT DROP AS
+WITH cleared_facts AS (
+    UPDATE monitoring_citation_facts cf
+    SET content_source_type = NULL,
+        content_source_id = NULL
+    FROM monitoring_user_marked_articles marked
+    WHERE marked.tenant_id = cf.tenant_id
+      AND marked.id = cf.content_source_id
+      AND cf.content_source_type = 'manual_mark'
+      AND btrim(cf.normalized_url, '/') = btrim(marked.normalized_url, '/')
+    RETURNING cf.tenant_id, cf.brand_id, cf.business_date
+)
+SELECT DISTINCT tenant_id, brand_id, business_date
+FROM cleared_facts;
+
+WITH citation_counts AS (
+    SELECT
+        affected.tenant_id,
+        affected.brand_id,
+        affected.business_date,
+        runs.collector_type,
+        COUNT(DISTINCT cf.run_id)::int AS cited_answer_count
+    FROM tmp_manual_mark_backfill_affected affected
+    JOIN monitoring_citation_facts cf
+      ON cf.tenant_id = affected.tenant_id
+     AND cf.brand_id = affected.brand_id
+     AND cf.business_date = affected.business_date
+     AND cf.content_source_type IS NOT NULL
+     AND cf.content_source_id IS NOT NULL
+    JOIN question_monitor_runs runs
+      ON runs.tenant_id = cf.tenant_id
+     AND runs.id = cf.run_id
+     AND runs.business_date = cf.business_date
+     AND runs.status = 'succeeded'
+    GROUP BY affected.tenant_id, affected.brand_id, affected.business_date, runs.collector_type
+)
+UPDATE monitoring_brand_daily daily
+SET cited_answer_count = COALESCE(counts.cited_answer_count, 0),
+    citation_rate = CASE
+        WHEN daily.actual_sample_count > 0
+            THEN COALESCE(counts.cited_answer_count, 0)::numeric / daily.actual_sample_count::numeric
+        ELSE NULL
+    END,
+    updated_at = NOW()
+FROM tmp_manual_mark_backfill_affected affected
+LEFT JOIN citation_counts counts
+  ON counts.tenant_id = affected.tenant_id
+ AND counts.brand_id = affected.brand_id
+ AND counts.business_date = affected.business_date
+WHERE daily.tenant_id = affected.tenant_id
+  AND daily.brand_id = affected.brand_id
+  AND daily.business_date = affected.business_date
+  AND (counts.collector_type IS NULL OR daily.collector_type = counts.collector_type);

server/migrations_monitoring/20260625103500_backfill_manual_mark_citation_slash_variants.up.sql

@@ -0,0 +1,60 @@
+CREATE TEMP TABLE tmp_manual_mark_backfill_affected ON COMMIT DROP AS
+WITH matched_facts AS (
+    SELECT DISTINCT ON (cf.id)
+        cf.id AS citation_fact_id,
+        marked.id AS marked_article_id
+    FROM monitoring_citation_facts cf
+    JOIN monitoring_user_marked_articles marked
+      ON marked.tenant_id = cf.tenant_id
+     AND marked.expires_at > NOW()
+    WHERE cf.content_source_type IS NULL
+      AND cf.content_source_id IS NULL
+      AND cf.business_date >= (CURRENT_DATE - INTERVAL '6 months')::date
+      AND btrim(cf.normalized_url, '/') = btrim(marked.normalized_url, '/')
+    ORDER BY cf.id, marked.updated_at DESC, marked.id DESC
+),
+updated_facts AS (
+    UPDATE monitoring_citation_facts cf
+    SET content_source_type = 'manual_mark',
+        content_source_id = matched.marked_article_id
+    FROM matched_facts matched
+    WHERE cf.id = matched.citation_fact_id
+    RETURNING cf.tenant_id, cf.brand_id, cf.business_date
+)
+SELECT DISTINCT tenant_id, brand_id, business_date
+FROM updated_facts;
+
+WITH citation_counts AS (
+    SELECT
+        affected.tenant_id,
+        affected.brand_id,
+        affected.business_date,
+        runs.collector_type,
+        COUNT(DISTINCT cf.run_id)::int AS cited_answer_count
+    FROM tmp_manual_mark_backfill_affected affected
+    JOIN monitoring_citation_facts cf
+      ON cf.tenant_id = affected.tenant_id
+     AND cf.brand_id = affected.brand_id
+     AND cf.business_date = affected.business_date
+     AND cf.content_source_type IS NOT NULL
+     AND cf.content_source_id IS NOT NULL
+    JOIN question_monitor_runs runs
+      ON runs.tenant_id = cf.tenant_id
+     AND runs.id = cf.run_id
+     AND runs.business_date = cf.business_date
+     AND runs.status = 'succeeded'
+    GROUP BY affected.tenant_id, affected.brand_id, affected.business_date, runs.collector_type
+)
+UPDATE monitoring_brand_daily daily
+SET cited_answer_count = counts.cited_answer_count,
+    citation_rate = CASE
+        WHEN daily.actual_sample_count > 0
+            THEN counts.cited_answer_count::numeric / daily.actual_sample_count::numeric
+        ELSE NULL
+    END,
+    updated_at = NOW()
+FROM citation_counts counts
+WHERE daily.tenant_id = counts.tenant_id
+  AND daily.brand_id = counts.brand_id
+  AND daily.business_date = counts.business_date
+  AND daily.collector_type = counts.collector_type;