参数化决策包
模块覆盖
| Module | Status | Score | Summary |
|---|---|---|---|
| identity_lock | complete | 90 | 锁定 App 身份、公司主体、商店 ID、官网和政策链接。 |
| market_proof | complete | 100 | 验证下载、评分、评论、榜单、第三方估算和 IAP/收入信号。 |
| review_mining | complete | 100 | 聚类订阅、首次结果、性能、隐私、客服退款等用户痛点。 |
| ad_library | partial | 66 | 追踪 TikTok、Meta、Google、DataEye/ADX 的素材、query 和 blocked 原因。 |
| store_screenshot_ocr | partial | 66 | 抽取商店截图中的 hook、before/after、价格和核心承诺。 |
| ad_product_consistency | partial | 65 | 对照广告素材承诺和 App 内第一个真实结果，判断是否能兑现。 |
| paywall_pricing_trust | complete | 95 | 拆 paywall moment、试用、订阅周期、续费价、退款和取消路径。 |
| privacy_data_safety | partial | 65 | 对照隐私政策、Data Safety、权限、第三方处理、删除和留存。 |
| support_refund_quality | partial | 63 | 检查 support 入口、退款路径、删除请求、客服和平台退款归属。 |
| trust_score | partial | 65 | 评估隐私、退款、support、审计、授权、可取消和可撤销等信任要素。 |
| first_result_score | partial | 64 | 判断首次 30 秒结果是否清晰、可感知、可截图、足以触发继续或付费。 |
| creative_replicability | complete | 96 | 判断 1 周内能否生产 10-50 条素材，以及 hook 是否能复用。 |
| supply_difficulty | partial | 64 | 拆内容、模型、权限、数据源、人工 QA、服务器和运营瓶颈。 |
| refund_risk | partial | 90 | 识别退款、取消、客服、试用和续费争议，估算客服/品牌风险。 |
| mvp_gate | partial | 63 | 明确 1 周、1 个月、3 个月 scope，写清 kill gate 和必须排除项。 |
| safe_wedge | partial | 64 | 拆可做安全 wedge 和不能复制的反模式，防止把灰色需求误读成机会。 |
| dark_pattern_score | missing | 70 | 识别误导免费、隐藏续费、取消困难、先付费后结果等反模式。 |
| anti_pattern_library | partial | 63 | 沉淀不能复制的模式，供后续竞品和开发前 guardrail 复用。 |
| run_retro | partial | 62 | 每轮结束回写流程改进、blocked source、stale cleanup 和下轮动作。 |
突破点和好做增强
下一轮突破点
- Dola 是一个泛消费 AI 助手，覆盖聊天、写作、学习、语音输入、图片生成和图片编辑。Android 商店规模信号很大，但“泛 AI 助手”本身不适合作为 App Factory 的直接 MVP：分发、模型成本、品牌信任和大厂竞争都太强。它更适合作为评论挖掘对象，从用户不满中找窄 wedge。
- ads | TikTok / Meta / Google | 未抓到稳定一手广告 URL；评论和媒体报道提示素材重点在图片生成、数学解题、免费 AI | blocked | medium
- 年龄 / 教育张力 | App Store 13+，但条款/隐私年龄语言需要更严格复核；评论里大量 homework/math | 任何教育或未成年人场景都要先做年龄、正确性和安全 guardrail
- 已确认广告证据：WIRED ES 报道 Cici 在墨西哥 Meta Ad Library 有大量广告，并在 UK/Mexico/Indonesia 等市场有 sponsored TikTok 视频；本轮未抓到稳定一手广告库 URL。
- MVP 范围：不要做泛 Dola clone。只测试一个评论衍生 wedge，例如“图片 prompt 修复/重绘”或“语言稳定的作业辅助”。
- 理由：泛助手分发和模型壁垒过高，不适合直接做；更有价值的是从 Dola 评论里挖具体未满足承诺，做窄 landing page 或工具 MVP。
好做且高价值
- privacy | Dola Privacy Policy | 收集 prompt/chat history、文件、语音/照片、设备/IP/使用数据；可能与 LLM provider、广告/测量伙伴、关联公司共享并用于产品/模型改进 | verified | high
- ads | TikTok / Meta / Google | 未抓到稳定一手广告 URL；评论和媒体报道提示素材重点在图片生成、数学解题、免费 AI | blocked | medium
- 主 hook：免费 AI 帮手，解决作业、写作、图片、搜索、陪伴聊天。
- 素材模式：prompt 前后对比、作业截图、图片 restyle、voice chat、对比传统搜索和 ChatGPT。
- 需要新增能力：model routing、memory store、安全过滤、prompt privacy policy、abuse handling。
不能复制的反模式
- Verdict：kill_broad_watch_wedges
- 当前判断：`kill` 泛助手 clone；`watch` 图片编辑准确性、长期记忆、本地化作业辅助、语言一致性等窄机会。
- Verdict：kill broad product；watch narrow wedges
四大类执行队列
| Category | Priority | Item | Status | Owner | Next action |
|---|---|---|---|---|---|
| core_structure | P0 | 身份锁定 | done | validation-analyst | 补齐缺失平台 ID |
| core_structure | P0 | JTBD / 首次价值 | pending | app-dissector | 明确用户触发时刻、替代方案、首次 30 秒结果和愿付费原因。 |
| core_structure | P0 | Paywall / Pricing / Trust | done | validation-analyst | 补 SKU / price matrix |
| core_structure | P0 | MVP Gate | pending | validation-analyst | 把 promote 候选转成 MVP spec |
| high_value_collection | P0 | 评论聚类 | done | validation-analyst | 采集最近 7/30/90 天评论 |
| high_value_collection | P0 | 商店截图 OCR | pending | creative-analyst | 补商店截图 OCR |
| high_value_collection | P0 | 广告库查询 | pending | creative-analyst | 跑 ad-library-queries.csv |
| high_value_collection | P1 | IAP / Pricing Matrix | pending | validation-analyst | 记录 SKU、trial、billed upfront、renewal price、refund route。 |
| high_value_collection | P1 | 隐私 / Data Safety 对照 | pending | compliance-reviewer | 补 privacy-vs-data-safety 表 |
| breakthrough_direction | P0 | 广告承诺与产品交付一致性 | pending | app-dissector | 补 top creative -> first result 对照表 |
| breakthrough_direction | P0 | 安全可做 Wedge | pending | compliance-reviewer | 沉淀 anti-pattern library |
| breakthrough_direction | P1 | 单位经济账 | pending | validation-analyst | 估算 CPI、试用率、订阅率、退款率、模型/内容/客服成本。 |
| breakthrough_direction | P1 | 供给难度拆解 | pending | vendor-integrator | 补 supply/cost table |
| easy_high_priority_enhancement | P0 | HTML 决策包 | done | validation-analyst | 让每个 research 都有可读、可比较、可决策的阅读版。 |
| easy_high_priority_enhancement | P0 | Research Queue | done | validation-analyst | 把核心结构、高价值采集、突破方向、好做增强排队执行。 |
| easy_high_priority_enhancement | P1 | 反模式库 | pending | compliance-reviewer | 把本机会反模式写入 research-retro.md |
| easy_high_priority_enhancement | P1 | Run Retro / Backlog 回写 | pending | validation-analyst | 更新 research-retro.md |
真实采集面板
Pricing / Paywall Matrix
| sku | product_type | period | trial | price | currency | renewal_price | refund_route | status |
|---|---|---|---|---|---|---|---|---|
| app_store:GB:install | free_install | 0 | GBP | App Store refund / subscription management; in-app cancellation path not captured | partial | |||
| google_play:GB:install | free_install | Free | GBP | Google Play refund / subscription management; in-app cancellation path not captured | partial | |||
| google_play:GB:iap_status | no_iap_indicated_by_store | GBP | Google Play refund / subscription management; in-app cancellation path not captured | partial |
Store Screenshot OCR / VL
| platform | country | hook | promise | status | next_action |
|---|---|---|---|---|---|
| google_play | GB | Generate | Generate / Multiple Images | ocr_enhanced_complete | 人工复核 OCR/VL 文案并标注 hook/promise/risk。 |
| google_play | GB | ®) Football Fest | ®) Football Fest | ocr_complete | 人工复核 OCR 文案并标注 hook/promise/risk。 |
| google_play | GB | Il! Voice Chat | Il! Voice Chat / ola, any fun date ideas fora / rainy evening? | ocr_complete | 人工复核 OCR 文案并标注 hook/promise/risk。 |
| google_play | GB | Q Web Search | Q Web Search / want to go to Paris for trip, ean / you recommend 3 attractions? | ocr_complete | 人工复核 OCR 文案并标注 hook/promise/risk。 |
| google_play | GB | © Image Recognition | © Image Recognition / ‘The image shows # flak of flamingos thing / against aelearbive sky, witha mountain | ocr_complete | 人工复核 OCR 文案并标注 hook/promise/risk。 |
| google_play | GB | @ Read File | @ Read File / How to Build Your / Carwor in | ocr_complete | 人工复核 OCR 文案并标注 hook/promise/risk。 |
| google_play | GB | © Edit Image | © Edit Image | ocr_complete | 人工复核 OCR 文案并标注 hook/promise/risk。 |
| google_play | GB | +> Al Creation | +> Al Creation | ocr_complete | 人工复核 OCR 文案并标注 hook/promise/risk。 |
Reddit Relevance
| query | subreddit | title | relevance_score | relevance_status | status |
|---|---|---|---|---|---|
| Dola AI assistant | ProductivityApps | I cant live without my new assistant TimeAI! Dola wasn't good enough | 97 | high_confidence_target | partial |
| Dola AI assistant | shittymobilegameads | We got Dola AI Ad 💀 | 100 | high_confidence_target | partial |
| Dola AI assistant | DolaSmartAIAssistant | Do you prefer AI assistants to be strictly professional, or do you like a bit of personality? | 8 | low_relevance_archive | needs_archive |
| Dola AI assistant | InfernoSocial | Acabei de ver uma notícia no SBT sobre duas professoras acusadas de abusar de um aluno. Fui ler os comentários e fiquei assustado com quantos homens romantizam e fazem piadas sobre isso. | 8 | low_relevance_archive | needs_archive |
| Dola AI assistant | AIJailbreak | deep seek and genimi and Dola jail brake! | 97 | high_confidence_target | partial |
| Dola AI assistant | nottheonion | Dating app Bumble is ending swipe feature, introduces AI assistant for matchmaking | 8 | low_relevance_archive | needs_archive |
| Dola AI assistant | technology | Microsoft Wants to 'Make People Addicted' to its New AI Assistant, Internal Documents Reveal | 8 | low_relevance_archive | needs_archive |
| Dola AI assistant | OpenAI | Who on earth are Dola? | 97 | high_confidence_target | partial |
显示 8 / 25 行。
Privacy / Support / Terms
| data_category | third_party_processor | deletion_path | risk_level | status | source_url |
|---|---|---|---|---|---|
| privacy_policy | re you live, your rights under applicable laws may include the right to access, delete, transfer, or correct your personal information; to be informed of the ways in which we process your personal information; to object… | low | verified | https://www.ciciai.com/legal/privacy/en | |
| trust_url | low | verified | https://www.dola.com/chat/ | ||
| privacy_policy | re you live, your rights under applicable laws may include the right to access, delete, transfer, or correct your personal information; to be informed of the ways in which we process your personal information; to object… | low | verified | https://www.dola.com/legal/privacy/en | |
| terms_of_service | lations. If you no longer want to use our Services, and would like your account deleted, contact us at: feedback@mail.dola.com , we will provide you with further assistance and guide you through the process, or you can… | low | verified | https://www.dola.com/legal/terms/en |
Support / Refund Quality
| signal_type | claim | status | risk_level |
|---|---|---|---|
| support_contact | support email: privacy@mail.dola.com | partial | medium |
| refund_policy | ing the digital content or service, or a rescission of the contract with a full refund in exchange for the waiver of the digital content or service, if: The traders refuse to bring the digital content or service into co… | partial | medium |
| cancel_path | ited to: ● Act on Consumer Protection in Electronic Commerce: o Records on your cancellation of an order, your payment on a purchased item, and our supply of a good/service: 5 years o Records on the handling of consumer… | partial | medium |
| delete_request | re you live, your rights under applicable laws may include the right to access, delete, transfer, or correct your personal information; to be informed of the ways in which we process your personal information; to object… | partial | medium |
Ad Library Query Status
| platform_label | query | status | purpose |
|---|---|---|---|
| TikTok Creative Center | Dola: Smart AI Assistant | pending | collect creative URLs, screenshots, hook, landing page, country, blocked reason |
| TikTok Creative Center | Dola | pending | collect creative URLs, screenshots, hook, landing page, country, blocked reason |
| Meta Ad Library | Dola: Smart AI Assistant | pending | collect creative URLs, screenshots, hook, landing page, country, blocked reason |
| Meta Ad Library | Dola | pending | collect creative URLs, screenshots, hook, landing page, country, blocked reason |
| Google Ads Transparency | Dola: Smart AI Assistant | pending | collect creative URLs, screenshots, hook, landing page, country, blocked reason |
| Google Ads Transparency | Dola | pending | collect creative URLs, screenshots, hook, landing page, country, blocked reason |
| DataEye / ADX | Dola: Smart AI Assistant | blocked | No DataEye creative match in current inputs; needs product detail or external ad library. |
| DataEye / ADX | Dola | blocked | No DataEye creative match in current inputs; needs product detail or external ad library. |
Ad Creative Signals
| match_type | product_title | creative_title | media | rank | exposure | play | status | original_url | video_url |
|---|---|---|---|---|---|---|---|---|---|
| no_dataeye_creative_match | Dola: Smart AI Assistant | blocked |
最新 Research Queue
| category | priority | item_id | status | owner | next_action |
|---|---|---|---|---|---|
| core_structure | P0 | identity_lock | done | validation-analyst | 补齐缺失平台 ID |
| core_structure | P0 | jtbd_first_value | pending | app-dissector | 明确用户触发时刻、替代方案、首次 30 秒结果和愿付费原因。 |
| core_structure | P0 | paywall_pricing_trust | pending | validation-analyst | 补 SKU / price matrix |
| core_structure | P0 | mvp_gate | pending | validation-analyst | 把 promote 候选转成 MVP spec |
| high_value_collection | P0 | review_mining | done | validation-analyst | 已真实采集 90 条商店评论；下一步补 Reddit/Trustpilot 和人工复核。 |
| high_value_collection | P0 | store_screenshot_ocr | done | creative-analyst | 已 OCR 8/8 张商店截图；下一步人工复核 hook/promise/risk。 |
| high_value_collection | P0 | ad_library | pending | creative-analyst | 跑 ad-library-queries.csv |
| high_value_collection | P1 | iap_pricing_matrix | partial | validation-analyst | 已扩展到 3 条价格/退款/取消文本线索；下一步真机 SKU/paywall capture。 |
| high_value_collection | P1 | privacy_data_safety | done | compliance-reviewer | 已解析 4 个 privacy/support/terms 页面；下一步人工核对 Data Safety 和 App 内删除入口。 |
| breakthrough_direction | P0 | ad_product_consistency | pending | app-dissector | 补 top creative -> first result 对照表 |
| breakthrough_direction | P0 | safe_wedge | pending | compliance-reviewer | 沉淀 anti-pattern library |
| breakthrough_direction | P1 | unit_economics | pending | validation-analyst | 估算 CPI、试用率、订阅率、退款率、模型/内容/客服成本。 |
| breakthrough_direction | P1 | supply_difficulty | pending | vendor-integrator | 补 supply/cost table |
| easy_high_priority_enhancement | P0 | decision_pack_html | done | validation-analyst | 让每个 research 都有可读、可比较、可决策的阅读版。 |
| easy_high_priority_enhancement | P0 | research_queue | done | validation-analyst | 把核心结构、高价值采集、突破方向、好做增强排队执行。 |
| easy_high_priority_enhancement | P1 | anti_pattern_library | pending | compliance-reviewer | 把本机会反模式写入 research-retro.md |
| easy_high_priority_enhancement | P1 | run_retro | pending | validation-analyst | 更新 research-retro.md |
摘要
Dola 是一个泛消费 AI 助手，覆盖聊天、写作、学习、语音输入、图片生成和图片编辑。Android 商店规模信号很大，但“泛 AI 助手”本身不适合作为 App Factory 的直接 MVP：分发、模型成本、品牌信任和大厂竞争都太强。它更适合作为评论挖掘对象，从用户不满中找窄 wedge。
当前判断：`kill` 泛助手 clone；`watch` 图片编辑准确性、长期记忆、本地化作业辅助、语言一致性等窄机会。
评论痛点图谱
| Cluster | 证据 | 机会 / 风险 |
|---|---|---|
| 免费日常助手 | Google Play 评论表扬 school help、casual chat、image generation | 需求存在，但 broad utility 容易被 ChatGPT、Gemini、Doubao 等大产品压制 |
| 图片生成承诺错配 | 评论称广告暗示更强或不限量图片能力，但实际体验不稳定 | 窄机会：诚实、可评测的图片编辑/修图工作流 |
| 记忆和上下文 | 评论投诉关闭 App 后忘记对话或上下文 | 窄机会：垂直场景的长期记忆，但必须有清晰隐私控制 |
| 本地化 / 语言一致性 | 公开讨论提到意外切换语言或回答风格不稳定 | 窄机会：面向双语市场的 locale-stable assistant |
| Cici 改名 Dola | App Store 评论显示用户对 Cici 人设有情感依赖 | 陪伴感能留存，但也引出情感依赖和安全边界 |
| 年龄 / 教育张力 | App Store 13+，但条款/隐私年龄语言需要更严格复核；评论里大量 homework/math | 任何教育或未成年人场景都要先做年龄、正确性和安全 guardrail |
| 数据 / 训练透明度 | 隐私政策覆盖 prompt、上传文件、语音/照片、第三方 LLM 和广告测量伙伴 | 窄助手必须比 Dola 更清楚地解释 retention、opt-out 和训练用途 |
素材和获取
- 主 hook：免费 AI 帮手，解决作业、写作、图片、搜索、陪伴聊天。
- 广告承诺：快速生成图片、解题、总结搜索结果、语音聊天。
- 素材模式：prompt 前后对比、作业截图、图片 restyle、voice chat、对比传统搜索和 ChatGPT。
- 已确认广告证据：WIRED ES 报道 Cici 在墨西哥 Meta Ad Library 有大量广告，并在 UK/Mexico/Indonesia 等市场有 sponsored TikTok 视频；本轮未抓到稳定一手广告库 URL。
- 缺失广告证据：Meta Ad Library ID、TikTok Creative Center URL、Google Ads Transparency 结果、达人视频 URL。
产品 / Paywall / 留存
- 首次结果：用户提问、解题或生成/编辑图片。
- Paywall 触发：未确认。第三方 IAP/收入数据互相冲突，公开证据更像免费分发/AI 生态占位，而不是短期强订阅变现。
- 留存循环：chat memory、作业/学习重复使用、图片生成额度、陪伴人设。
- 退款 / 取消风险：当前证据里低于 cleaner/短剧订阅类；但 prompt、消息、音频、图片和文件带来的隐私/数据用途风险更高。
可做性
- MVP 范围：不要做泛 Dola clone。只测试一个评论衍生 wedge，例如“图片 prompt 修复/重绘”或“语言稳定的作业辅助”。
- 可复用仓库能力：`config/vendors.json` 的模型 vendor registry；`src/app_factory/creative/` 的 creative generation planning。
- 需要新增能力：model routing、memory store、安全过滤、prompt privacy policy、abuse handling。
- 供给难度：中。模型 API 可得，但除非足够垂直，否则质量/成本没有护城河。
- 合规风险：高。UGC、未成年人/作业、医疗/心理、情感陪伴、个人数据、音频/照片/文件、第三方模型共享、训练披露、图片安全都要审。
判断
- Score：48 / 100
- Verdict：kill broad product；watch narrow wedges
- 理由：泛助手分发和模型壁垒过高，不适合直接做；更有价值的是从 Dola 评论里挖具体未满足承诺，做窄 landing page 或工具 MVP。
下一步
| 动作 | Owner | Mode | Due |
|---|---|---|---|
| 拉取 100 条近期 Google Play 评论，按图片生成、记忆、本地化聚类 | validation-analyst | api/manual dry-run | 2026-06-16 |
| 搜 TikTok Creative Center 和 Meta Ad Library 的 Dola/Cici 图片生成广告 | creative-analyst | browser dry-run | 2026-06-16 |
| 把 top review complaints 转成 3 个窄 landing page concept | app-dissector | manual | 2026-06-16 |
| 检查 persistent memory 和 minor-facing homework 的隐私/安全要求 | compliance-reviewer | research | 2026-06-16 |
| 在可用地区真机测试 onboarding、额度、模型/图片/视频入口、paywall 和 age gate | validation-analyst | manual dry-run | 2026-06-16 |
证据账本
| 类型 | 来源 | 结论 | 状态 | 置信度 |
|---|---|---|---|---|
| official | Dola official site | Official URL redirects to Dola chat app; page content was not text-readable in this quick pass. | blocked | medium |
| store | Google Play | Google Play listing shows SPRING (SG) PTE. LTD., 100M+ downloads, 4.0 rating, about 740K reviews, updated Jun 5 2026, all-in-one writing/thinking/creating assistant, image generation, and voice input. | verified | high |
| store | Apple App Store | App Store listing shows SPRING(SG)PTE.LTD., Productivity category, 4.3 rating from 8.9K ratings, 13+ age rating, and EN + 18 languages. | verified | high |
| review | Google Play reviews | Recent Google Play reviews praise homework/image help but complain about inaccurate image generation, limited memory, and ads implying stronger image capability. | verified | medium |
| review | Reddit search result | Public Reddit discussion around Dola frames it as useful/free for casual users but not deeply differentiated; some posts mention image quality or language consistency issues. | verified | low |
| ads | TikTok/Meta/Google ad libraries | No direct ad creative URL captured in this quick public pass; review text suggests ads emphasize image generation and free/unlimited capability. | blocked | medium |
| privacy | Dola Privacy Policy | Privacy policy says Dola may collect account info, prompts/chat history, uploaded files, voice, photos, device/IP/usage data, and may share with LLM providers, ads/measurement partners, affiliates, and use data for product/model improvement. | verified | high |
| terms | Dola Terms | Terms/privacy age language should be checked against App Store 13+ rating; subagent found potential 13+ store rating versus 18+ account terms mismatch. | verified | medium |
| media | WIRED ES Cici/Dola coverage | Media coverage describes Cici/Dola as ByteDance/Doubao's overseas AI assistant push, regionalized outside China/US, and cites Meta ads and sponsored TikTok videos in markets such as Mexico, UK, and Indonesia. | verified | medium |
| company | SGPBusiness Spring SG | Singapore company profile indicates SPRING (SG) PTE. LTD. was incorporated on 2023-06-28 and is in software/application development. | verified | medium |
| market_intelligence | Sensor Tower public app overview | Third-party market page has conflicting IAP signals but suggests active advertising and high downloads with low direct IAP revenue; requires real device/paywall verification. | verified | low |
| store_detail_auto | App Store / Google Play collector | 真实采集 2 个商店详情，包含评分、评论量、版本、截图和隐私链接字段；截图 URL 8 个，隐私链接 1 个。 | verified | high |
| review_sample_auto | Store review collector | 真实采集 90 条商店评论样本，platforms=app_store,google_play，已回填 review-clusters.csv。 | verified | high |
| store_screenshot_auto | Store listing screenshots | 真实采集 8 个商店截图 URL，已写入 assets/store-screenshot-ocr.csv；OCR 状态由 store_screenshot_ocr_auto evidence 和 collection-summary.json 维护。 | verified | high |
| pricing_auto | Store listing pricing fields | 真实回填 3 条商店价格/IAP range 信号到 pricing-matrix.csv；SKU、trial、续费价和 App 内取消路径仍需深采。 | verified | high |
| community_signal_auto | Reddit search collector | 真实采集 Reddit search leads 25 条；当前为待 relevance review 的社区线索，不直接当作已验证产品评论。Top: I cant live without my new assistant TimeAI! Dola wasn't good enough; We got Dola AI Ad 💀; Do you prefer AI assistants to be strictly professional, or do you like a bit of | partial | medium |
| store_screenshot_ocr_auto | Store screenshot OCR | 真实处理 8 张商店截图 OCR：complete=8, empty=0, failed=0, skipped=0；complete 包含 OCR 增强/VL fallback；输出见 assets/store-screenshot-ocr.csv。 | verified | high |
| community_relevance_auto | Reddit relevance scorer | 已对 25 条 Reddit leads 做相关性门禁：high=5, review=0, low_archive=20。Top review candidates: I cant live without my new assistant TimeAI! Dola wasn't good enough; We got Dola AI Ad 💀; deep seek and genimi and Dola jail brake! | verified | high |
| trust_pricing_resolver_auto | Privacy/support/terms/pricing resolver | 真实解析 trust/pricing URL 4 个：fetch_success=4, blocked=0, privacy_rows=4, support_rows=4, pricing_rows=3。 | verified | high |
| ad_creative_digest_auto | DataEye creative digest | 已生成 DataEye creative digest：exact_or_related=0, lane_benchmark=0。Top: | partial | medium |