diff --git a/admin-frontend-vue/src/pages/invalidasin/invalid-asin-api.ts b/admin-frontend-vue/src/pages/invalidasin/invalid-asin-api.ts
new file mode 100644
index 00000000..55bd6957
--- /dev/null
+++ b/admin-frontend-vue/src/pages/invalidasin/invalid-asin-api.ts
@@ -0,0 +1,32 @@
+/** 品牌数据库(不符合ASIN)列表加载适配（任务 68）：GET /api/admin/invalid-asin-data。 */
+import { http } from '@/api/http'
+import { parseInvalidAsinPage, type InvalidAsinPageResult } from './invalid-asin-model'
+
+export const INVALID_ASIN_ENDPOINT = '/api/admin/invalid-asin-data'
+
+export interface InvalidAsinQuery {
+  page: number
+  pageSize: number
+  dataValue?: string
+  brand?: string
+  groupId?: number | null
+}
+
+function trimOrUndefined(value: unknown): string | undefined {
+  return typeof value === 'string' && value.trim() ? value.trim() : undefined
+}
+
+function toQuery(query: InvalidAsinQuery): Record<string, string | number> {
+  const params: Record<string, string | number> = { page: query.page, page_size: query.pageSize }
+  const dataValue = trimOrUndefined(query.dataValue)
+  const brand = trimOrUndefined(query.brand)
+  if (dataValue) params.data_value = dataValue
+  if (brand) params.brand = brand
+  if (typeof query.groupId === 'number' && query.groupId >= 1) params.group_id = query.groupId
+  return params
+}
+
+export async function fetchInvalidAsinPage(query: InvalidAsinQuery): Promise<InvalidAsinPageResult> {
+  const { data } = await http.get<unknown>(INVALID_ASIN_ENDPOINT, { params: toQuery(query) })
+  return parseInvalidAsinPage(data)
+}
diff --git a/admin-frontend-vue/src/pages/invalidasin/invalid-asin-model.ts b/admin-frontend-vue/src/pages/invalidasin/invalid-asin-model.ts
new file mode 100644
index 00000000..8c757793
--- /dev/null
+++ b/admin-frontend-vue/src/pages/invalidasin/invalid-asin-model.ts
@@ -0,0 +1,76 @@
+/** 品牌数据库(不符合ASIN)列表模型（任务 68）：解析 InvalidAsinDataPageVo(camel)，纯逻辑。 */
+import { unwrap } from '../../api/envelope.ts'
+import { ASIN_PAGE_DEFAULT_SIZE } from '../asin/asin-filter.ts'
+
+export type InvalidAsinSource = 'MANUAL' | 'AUTO'
+
+export interface InvalidAsinItem {
+  id: number
+  dataValue: string
+  brand: string
+  groupId: number | null
+  groupName: string
+  recordSource: string
+  createdAt?: string
+}
+
+export interface InvalidAsinPageResult {
+  items: InvalidAsinItem[]
+  total: number
+  page: number
+  pageSize: number
+}
+
+export function emptyInvalidAsinPage(): InvalidAsinPageResult {
+  return { items: [], total: 0, page: 1, pageSize: ASIN_PAGE_DEFAULT_SIZE }
+}
+
+function text(value: unknown): string {
+  return typeof value === 'string' ? value.trim() : ''
+}
+
+function numberOrNull(value: unknown): number | null {
+  return typeof value === 'number' && Number.isFinite(value) ? Math.floor(value) : null
+}
+
+/** 来源展示标签：MANUAL 手动新增，其余(含空)自动导入。 */
+export function recordSourceLabel(source: string | null | undefined): string {
+  return (source || '').trim().toUpperCase() === 'MANUAL' ? '手动新增' : '自动导入'
+}
+
+/** 解析单条品牌数据库项；缺 id 视为无效。 */
+export function toInvalidAsinItem(raw: unknown): InvalidAsinItem | null {
+  if (!raw || typeof raw !== 'object') return null
+  const record = raw as Record<string, unknown>
+  const id = numberOrNull(record.id)
+  if (id === null) return null
+  const item: InvalidAsinItem = {
+    id,
+    dataValue: text(record.dataValue ?? record.data_value),
+    brand: text(record.brand),
+    groupId: numberOrNull(record.groupId ?? record.group_id),
+    groupName: text(record.groupName ?? record.group_name),
+    recordSource: (text(record.recordSource ?? record.record_source)).toUpperCase(),
+  }
+  const createdAt = text(record.createdAt ?? record.created_at)
+  if (createdAt) item.createdAt = createdAt
+  return item
+}
+
+/** 归一化分页负载（信封或已解包 VO）为前端结果。 */
+export function parseInvalidAsinPage(payload: unknown): InvalidAsinPageResult {
+  const out = emptyInvalidAsinPage()
+  const core = unwrap<unknown>(payload)
+  if (!core || typeof core !== 'object') return out
+  const record = core as Record<string, unknown>
+  if (Array.isArray(record.items)) {
+    out.items = record.items
+      .map((raw) => toInvalidAsinItem(raw))
+      .filter((item): item is InvalidAsinItem => item !== null)
+  }
+  if (typeof record.total === 'number') out.total = Math.floor(record.total)
+  if (typeof record.page === 'number' && record.page >= 1) out.page = Math.floor(record.page)
+  const rawSize = record.pageSize ?? record.page_size
+  if (typeof rawSize === 'number' && rawSize >= 1) out.pageSize = Math.floor(rawSize)
+  return out
+}
diff --git a/admin-frontend-vue/tests/task-68.test.ts b/admin-frontend-vue/tests/task-68.test.ts
new file mode 100644
index 00000000..0d3453d8
--- /dev/null
+++ b/admin-frontend-vue/tests/task-68.test.ts
@@ -0,0 +1,92 @@
+import test from 'node:test'
+import assert from 'node:assert/strict'
+import { readSource } from './helpers.ts'
+import { parseInvalidAsinPage, recordSourceLabel, toInvalidAsinItem } from '../src/pages/invalidasin/invalid-asin-model.ts'
+
+test('test_task_068_brand_db_list_normal_primary_path', () => {
+  // 正常主路径：解析 InvalidAsinDataPageVo(camel) 列表项。
+  const page = parseInvalidAsinPage({
+    success: true,
+    data: {
+      items: [
+        {
+          id: 1,
+          dataValue: 'B0ABC',
+          brand: '苹果',
+          groupId: 2,
+          groupName: '华东组',
+          recordSource: 'MANUAL',
+          createdAt: '2026-01-01T10:00:00',
+        },
+      ],
+      total: 1,
+      page: 1,
+      pageSize: 15,
+    },
+  })
+  assert.equal(page.items.length, 1)
+  const item = page.items[0]
+  assert.equal(item.dataValue, 'B0ABC')
+  assert.equal(item.brand, '苹果')
+  assert.equal(item.groupName, '华东组')
+  assert.equal(item.recordSource, 'MANUAL')
+  assert.equal(page.total, 1)
+})
+
+test('test_task_068_brand_db_list_normal_variant_input', () => {
+  // 正常变体：缺分组/来源给默认；来源标签映射。
+  const item = toInvalidAsinItem({ id: 2, dataValue: 'X', brand: 'b', recordSource: 'AUTO' })
+  assert.equal(item?.groupId, null)
+  assert.equal(item?.groupName, '')
+  assert.equal(item?.createdAt, undefined)
+  assert.equal(recordSourceLabel('MANUAL'), '手动新增')
+  assert.equal(recordSourceLabel('AUTO'), '自动导入')
+  assert.equal(recordSourceLabel(''), '自动导入')
+})
+
+test('test_task_068_brand_db_list_normal_repeated_operation_is_idempotent', () => {
+  // 正常重复：解析不改输入、结果稳定。
+  const payload = { data: { items: [{ id: 3, dataValue: 'A', brand: 'b' }], total: 1, page: 1, pageSize: 15 } }
+  assert.deepEqual(parseInvalidAsinPage(payload), parseInvalidAsinPage(payload))
+})
+
+test('test_task_068_brand_db_list_boundary_empty_input', () => {
+  // 边界空值：空负载回默认分页结果。
+  const page = parseInvalidAsinPage({})
+  assert.deepEqual(page.items, [])
+  assert.equal(page.total, 0)
+  assert.equal(page.page, 1)
+  assert.equal(page.pageSize, 15)
+})
+
+test('test_task_068_brand_db_list_boundary_single_item', () => {
+  // 边界单元素：单条记录；缺 id 行被过滤。
+  const page = parseInvalidAsinPage({
+    data: { items: [{ id: 7, dataValue: 'Z' }, { dataValue: 'no-id' }], total: 2, page: 1, pageSize: 15 },
+  })
+  assert.equal(page.items.length, 1)
+  assert.equal(page.items[0].id, 7)
+})
+
+test('test_task_068_brand_db_list_boundary_limit_or_missing_field', () => {
+  // 边界上限/缺字段：缺来源按 AUTO 展示；dataValue 空保留空串。
+  const item = toInvalidAsinItem({ id: 9, dataValue: '' })
+  assert.equal(item?.dataValue, '')
+  assert.equal(item?.recordSource, '')
+})
+
+test('test_task_068_brand_db_list_invalid_input_rejected', () => {
+  // 异常输入：success=false 抛后端 message。
+  assert.throws(() => parseInvalidAsinPage({ success: false, message: '无权访问' }), /无权访问/)
+  assert.equal(toInvalidAsinItem('garbage'), null)
+})
+
+test('test_task_068_brand_db_list_dependency_failure_returns_actionable_message', () => {
+  // 依赖失败/加载走 adapter：GET /api/admin/invalid-asin-data 解析分页。
+  const api = readSource('src/pages/invalidasin/invalid-asin-api.ts')
+  assert.match(api, /invalid-asin-data/)
+  assert.match(api, /http\.get/)
+  assert.match(api, /parseInvalidAsinPage/)
+  const mod = readSource('src/pages/invalidasin/invalid-asin-model.ts')
+  assert.equal(/axios|http\./.test(mod), false, '品牌数据库模型保持纯逻辑')
+})