diff --git a/apps/backend/src/routes/admin/cost-center.ts b/apps/backend/src/routes/admin/cost-center.ts
index 287208ee..5ee8926b 100644
--- a/apps/backend/src/routes/admin/cost-center.ts
+++ b/apps/backend/src/routes/admin/cost-center.ts
@@ -29,7 +29,7 @@ router.use('/cost-center', requireAdminRoles(['admin', 'operator', 'finance', 's
 router.get(
   '/cost-center/overview',
   requireAdminPermission('finance.view'),
-  createJsonHandler(() => getAdminCostCenterOverview(), {
+  createJsonHandler((req) => getAdminCostCenterOverview({ scope: req.query.scope as string }), {
     successMessage: 'ok',
     errorMessage: '读取成本中心总览失败',
     scope: '[admin/cost-center/overview]',
diff --git a/apps/backend/src/services/cost-center/cost-center-overview-service.ts b/apps/backend/src/services/cost-center/cost-center-overview-service.ts
index 044882eb..56221c95 100644
--- a/apps/backend/src/services/cost-center/cost-center-overview-service.ts
+++ b/apps/backend/src/services/cost-center/cost-center-overview-service.ts
@@ -8,9 +8,24 @@
 import { query } from '../../db/client.js'
 import { PROVIDERS, productSourceOf, toNumber } from './cost-center-shared.js'
 
-export async function getAdminCostCenterOverview() {
+export type CostCenterScope = 'affiliate_dash' | 'work_order' | 'manual'
+
+/**
+ * 成本中心总览。
+ *
+ * scope 为空表示「全部来源」；传入具体来源时，商品/映射/成本项/版本/异常/未映射
+ * 六项统计都按该来源收敛，页面顶部数字才会和下面的列表对得上。
+ *
+ * 来源与成本模型的对应关系：
+ *   affiliate_dash → affiliate_purchase
+ *   work_order     → work_order_reward
+ *   manual         → manual_actual
+ */
+export async function getAdminCostCenterOverview(params: { scope?: string } = {}) {
+  const scope = normalizeScope(params.scope)
   const result = await query<{
     product_count: number
+    product_total_count: number
     mapping_count: number
     cost_item_count: number
     active_version_count: number
@@ -18,14 +33,65 @@ export async function getAdminCostCenterOverview() {
     unmapped_order_item_count: number
   }>(
     `
+      WITH scoped_products AS (
+        SELECT p.id
+        FROM product_catalog p
+        WHERE p.status = 'active'
+          AND (
+            $1::text IS NULL
+            OR ($1 = 'affiliate_dash' AND p.canonical_sku LIKE 'aff:%')
+            OR ($1 = 'work_order' AND (p.canonical_sku LIKE 'tpl:%' OR p.canonical_sku LIKE 'wo:%'))
+            OR ($1 = 'manual' AND p.canonical_sku LIKE 'man:%')
+          )
+      ),
+      scoped_cost_models AS (
+        SELECT CASE $1
+          WHEN 'affiliate_dash' THEN 'affiliate_purchase'
+          WHEN 'work_order' THEN 'work_order_reward'
+          WHEN 'manual' THEN 'manual_actual'
+        END AS cost_model
+      )
       SELECT
-        (SELECT COUNT(*)::int FROM product_catalog WHERE status = 'active') AS product_count,
-        (SELECT COUNT(*)::int FROM channel_product_mappings WHERE enabled = TRUE) AS mapping_count,
-        (SELECT COUNT(*)::int FROM cost_items WHERE status = 'active') AS cost_item_count,
-        (SELECT COUNT(*)::int FROM cost_versions WHERE status = 'active') AS active_version_count,
-        (SELECT COUNT(*)::int FROM cost_exceptions WHERE status = 'open') AS open_exception_count,
-        (SELECT COUNT(*)::int FROM order_items WHERE canonical_product_id IS NULL) AS unmapped_order_item_count
+        (SELECT COUNT(*)::int FROM scoped_products) AS product_count,
+        (SELECT COUNT(*)::int FROM product_catalog WHERE status = 'active') AS product_total_count,
+        (
+          SELECT COUNT(*)::int
+          FROM channel_product_mappings m
+          JOIN scoped_products p ON p.id = m.canonical_product_id
+          WHERE m.enabled = TRUE
+        ) AS mapping_count,
+        (
+          SELECT COUNT(*)::int
+          FROM cost_items ci
+          WHERE ci.status = 'active'
+            AND ($1::text IS NULL OR ci.cost_model = (SELECT cost_model FROM scoped_cost_models))
+        ) AS cost_item_count,
+        (
+          SELECT COUNT(*)::int
+          FROM cost_versions v
+          JOIN cost_items ci ON ci.id = v.cost_item_id
+          WHERE v.status = 'active'
+            AND ($1::text IS NULL OR ci.cost_model = (SELECT cost_model FROM scoped_cost_models))
+        ) AS active_version_count,
+        (
+          SELECT COUNT(*)::int
+          FROM cost_exceptions ce
+          WHERE ce.status = 'open'
+            AND (
+              $1::text IS NULL
+              OR ce.order_item_id IN (
+                SELECT oi.id FROM order_items oi WHERE oi.fulfillment_mode = $1
+              )
+            )
+        ) AS open_exception_count,
+        (
+          SELECT COUNT(*)::int
+          FROM order_items oi
+          WHERE oi.canonical_product_id IS NULL
+            AND ($1::text IS NULL OR oi.fulfillment_mode = $1)
+        ) AS unmapped_order_item_count
     `,
+    [scope],
   )
   const row = result.rows[0]
   const [productSourceResult, costModelResult] = await Promise.all([
@@ -41,7 +107,9 @@ export async function getAdminCostCenterOverview() {
   ])
 
   return {
+    scope: scope ?? 'all',
     productCount: toNumber(row?.product_count),
+    productTotalCount: toNumber(row?.product_total_count),
     mappingCount: toNumber(row?.mapping_count),
     costItemCount: toNumber(row?.cost_item_count),
     activeVersionCount: toNumber(row?.active_version_count),
@@ -52,6 +120,13 @@ export async function getAdminCostCenterOverview() {
   }
 }
 
+const COST_CENTER_SCOPES = new Set(['affiliate_dash', 'work_order', 'manual'])
+
+function normalizeScope(raw: unknown): CostCenterScope | null {
+  const value = String(raw ?? '').trim()
+  return COST_CENTER_SCOPES.has(value) ? (value as CostCenterScope) : null
+}
+
 /** 商品来源计数：按 canonical_sku 前缀归类，未分类单独成桶。 */
 function productSourceCountsOf(rows: Array<{ canonical_sku: string; total: number }>) {
   const counts: Record<string, number> = {
diff --git a/apps/frontend/src/services/admin/cost-center.ts b/apps/frontend/src/services/admin/cost-center.ts
index ff54cbbc..ea02c586 100644
--- a/apps/frontend/src/services/admin/cost-center.ts
+++ b/apps/frontend/src/services/admin/cost-center.ts
@@ -31,8 +31,10 @@ import type {
   UnmappedMappingGroupListResult,
 } from '@/types/admin'
 
-export function fetchAdminCostCenterOverview() {
-  return apiGet<CostCenterOverview>('/api/v1/admin/cost-center/overview')
+export function fetchAdminCostCenterOverview(params: { scope?: string } = {}) {
+  return apiGet<CostCenterOverview>('/api/v1/admin/cost-center/overview', {
+    scope: params.scope && params.scope !== 'all' ? params.scope : undefined,
+  })
 }
 
 export function fetchAdminCostCenterOptions() {
diff --git a/apps/frontend/src/types/admin/cost-center.ts b/apps/frontend/src/types/admin/cost-center.ts
index d2e39b06..88886e21 100644
--- a/apps/frontend/src/types/admin/cost-center.ts
+++ b/apps/frontend/src/types/admin/cost-center.ts
@@ -20,7 +20,11 @@ export type CostModel =
   | 'other'
 
 export interface CostCenterOverview {
+  /** 统计口径：all 或具体来源；服务端回传便于核对。 */
+  scope?: string
   productCount: number
+  /** 全局商品总数（不随 scope 变化），用于「全部」徽标。 */
+  productTotalCount?: number
   mappingCount: number
   costItemCount: number
   activeVersionCount: number