怎么读这份报告
完整采集口径和后续优化方法见 research-methodology.md。
决策摘要
还缺什么
| Priority | 缺口 | Status | 下一步 |
|---|---|---|---|
| P0 | JTBD / 首次价值 | pending | 明确用户触发时刻、替代方案、首次 30 秒结果和愿付费原因。 |
| P0 | Paywall / Pricing / Trust | pending | 补 SKU / price matrix |
| P0 | 广告库查询 | pending | 跑 ad-library-queries.csv |
| P1 | IAP / Pricing Matrix | partial | 已扩展到 4 条价格/退款/取消文本线索；下一步真机 SKU/paywall capture。 |
| P0 | 广告承诺与产品交付一致性 | pending | 补 top creative -> first result 对照表 |
| P1 | 单位经济账 | pending | 估算 CPI、试用率、订阅率、退款率、模型/内容/客服成本。 |
| P1 | 供给难度拆解 | pending | 补 supply/cost table |
| P1 | 反模式库 | pending | 把本机会反模式写入 research-retro.md |
展开质量门和完整 Research Queue
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 | 65 | 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 | partial | 67 | 拆 paywall moment、试用、订阅周期、续费价、退款和取消路径。 |
| privacy_data_safety | partial | 68 | 对照隐私政策、Data Safety、权限、第三方处理、删除和留存。 |
| support_refund_quality | partial | 64 | 检查 support 入口、退款路径、删除请求、客服和平台退款归属。 |
| trust_score | complete | 94 | 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 | 95 | 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 | 63 | 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 | complete | 95 | 明确 1 周、1 个月、3 个月 scope，写清 kill gate 和必须排除项。 |
| safe_wedge | complete | 93 | 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 | complete | 90 | 每轮结束回写流程改进、blocked source、stale cleanup 和下轮动作。 |
完整执行队列
| 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 | pending | validation-analyst | 补 SKU / price matrix |
| core_structure | P0 | MVP Gate | done | validation-analyst | 把 promote 候选转成 MVP spec |
| high_value_collection | P0 | 评论聚类 | done | validation-analyst | 已真实采集 60 条商店评论；下一步补 Reddit/Trustpilot 和人工复核。 |
| high_value_collection | P0 | 商店截图 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 | 广告库查询 | pending | creative-analyst | 跑 ad-library-queries.csv |
| high_value_collection | P1 | IAP / Pricing Matrix | partial | validation-analyst | 已扩展到 4 条价格/退款/取消文本线索；下一步真机 SKU/paywall capture。 |
| high_value_collection | P1 | 隐私 / Data Safety 对照 | done | compliance-reviewer | 已解析 3 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 | 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 | done | 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 | done | validation-analyst | 更新 research-retro.md |
真实采集面板
采集口径
- 商店详情：本轮按已锁定的 App Store / Google Play ID 采 US/GB；本报告命中 2 条 listing。
- 评论样本：当前用于一阶痛点聚类，本报告 60 条；高样本下一轮会按平台、国家、星级、时间窗、版本号分层抽样。
- 截图 URL：8 是商店 listing 返回的全部截图 URL，可能含 iPhone/iPad、Google Play、多国家和重复素材；本轮只 OCR 前 8 张，跳过 0 张以控制噪声。
- OCR 实现：下载截图到本地，用 Tesseract 抽文本；空结果再做放大、灰度、增强对比和二值化重跑。VL fallback 只处理 empty/failed 样本。
- Pricing：4 行来自 store install price、Google Play IAP range 和公开 privacy/support/terms 文本；不是 App 内 SKU 级 paywall。
Pricing / Paywall 口径
- 免费安装信号 2 条
- IAP range 2 条
- 观察到的 IAP 范围：google_play:US:iap_range: $3.99 - $29.99 per item USD；google_play:GB:iap_range: £3.59 - £26.99 if billed through Play GBP
- 条款/退款/取消文本线索 0 条
- 仍缺：App 内 SKU、trial、默认选中周期、renewal price、关闭入口、真实退款路径。
展开原始采集表
Pricing / Paywall Matrix
| sku | product_type | period | trial | price | currency | renewal_price | refund_route | status |
|---|---|---|---|---|---|---|---|---|
| google_play:US:install | free_install | Free | USD | Google Play refund / subscription management; in-app cancellation path not captured | partial | |||
| google_play:US:iap_range | iap_range | $3.99 - $29.99 per item | USD | Google Play 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_range | iap_range | £3.59 - £26.99 if billed through Play | 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 | US | « 4 | « 4 / vy y / + | ocr_complete | 人工复核 OCR 文案并标注 hook/promise/risk。 |
| google_play | US | Trending Photos * | Trending Photos * / + inSeconds | ocr_complete | 人工复核 OCR 文案并标注 hook/promise/risk。 |
| google_play | US | Explore Hundreds* | Explore Hundreds* / + of AlFilters / ‘Val Al Looks | | ocr_complete | 人工复核 OCR 文案并标注 hook/promise/risk。 |
| google_play | US | 4 Create Your | 4 Create Your / Wallpaper | ocr_complete | 人工复核 OCR 文案并标注 hook/promise/risk。 |
| google_play | US | * Stunning | * Stunning / Birthd | ocr_complete | 人工复核 OCR 文案并标注 hook/promise/risk。 |
| google_play | US | Vintage | Vintage / + Polaroids | ocr_complete | 人工复核 OCR 文案并标注 hook/promise/risk。 |
| google_play | US | +> | +> / photos’ quality * | ocr_complete | 人工复核 OCR 文案并标注 hook/promise/risk。 |
| google_play | US | From Photo to | From Photo to | 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 |
|---|---|---|---|---|---|
| Refoto AI Photo Studio | StarWars | Flashback to 2000. The first leaked photo of Hayden Christensen in costume on the studio lot in Australia. | 8 | low_relevance_archive | needs_archive |
| Refoto AI Photo Studio | passive_income | Making $400-700/month selling AI influencer photos to small brands on Fiverr and I still feel weird about it | 8 | low_relevance_archive | needs_archive |
| Refoto AI Photo Studio | OkBuddySnyderCult | Well, guess this totally not AI photo means its game over. Pack it up, we lost. | 8 | low_relevance_archive | needs_archive |
| Refoto AI Photo Studio | SideProject | I built an AI that turns bad phone photos into menu-ready shots. Is this food catfishing? | 8 | low_relevance_archive | needs_archive |
| Refoto AI Photo Studio | abandoned | Abandoned studio (NOT AI) | 8 | low_relevance_archive | needs_archive |
| Refoto AI Photo Studio | whatdoIdo | how do i approach this "artist"? | 8 | low_relevance_archive | needs_archive |
| Refoto AI Photo Studio | Pen_Swap | [GIVEAWAY] Lamy Studio [N] + a way to stop fake verification photos (Mod-approved) | 8 | low_relevance_archive | needs_archive |
| Refoto AI Photo Studio | Eyebleach | [OC] Minnow's Christmas "Sears portrait studio" photo | 8 | low_relevance_archive | needs_archive |
显示 8 / 25 行。
Privacy / Support / Terms
| data_category | third_party_processor | deletion_path | risk_level | status | source_url |
|---|---|---|---|---|---|
| privacy_policy | google analytics | ssing based on profiling) •update information that is out of date or incorrect •delete certain information which we are holding about you •restrict the way that we process and disclose certain of your information •trans… | low | verified | https://rc.refotopic.com/web/h5template/a588a403-8b11-4e8b-9c7e-bcc344844770-language=en/dist/index.html |
| trust_url | low | verified | https://www.refotopic.com/ | ||
| privacy_policy | google analytics | ssing based on profiling) •update information that is out of date or incorrect •delete certain information which we are holding about you •restrict the way that we process and disclose certain of your information •trans… | low | verified | https://rc.refotopic.com/web/h5template/a588a403-8b11-4e8b-9c7e-bcc344844770-language%3Den/dist/index.html |
Support / Refund Quality
| signal_type | claim | status | risk_level |
|---|---|---|---|
| support_contact | support email: refoto_support@refotopic.com | partial | medium |
| refund_policy | blocked | high | |
| cancel_path | ove corresponding services. Once you turn off any permission, it means that you cancel or revoke the authorization of the permission, And we will no longer continue to collect and use the corresponding personal informat… | partial | medium |
| delete_request | ssing based on profiling) •update information that is out of date or incorrect •delete certain information which we are holding about you •restrict the way that we process and disclose certain of your information •trans… | partial | medium |
Ad Library Query Status
| platform_label | query | status | purpose |
|---|---|---|---|
| TikTok Creative Center | Refoto : AI Photo Studio | browser_ready | 已生成账号化/浏览器采集任务；见 ad-library-browser-tasks.csv，采完后回填截图 manifest 和 creative URL。 |
| TikTok Creative Center | Refoto | browser_ready | 已生成账号化/浏览器采集任务；见 ad-library-browser-tasks.csv，采完后回填截图 manifest 和 creative URL。 |
| Meta Ad Library | Refoto : AI Photo Studio | browser_ready | 已生成账号化/浏览器采集任务；见 ad-library-browser-tasks.csv，采完后回填截图 manifest 和 creative URL。 |
| Meta Ad Library | Refoto | browser_ready | 已生成账号化/浏览器采集任务；见 ad-library-browser-tasks.csv，采完后回填截图 manifest 和 creative URL。 |
| Google Ads Transparency | Refoto : AI Photo Studio | browser_ready | 已生成账号化/浏览器采集任务；见 ad-library-browser-tasks.csv，采完后回填截图 manifest 和 creative URL。 |
| Google Ads Transparency | Refoto | browser_ready | 已生成账号化/浏览器采集任务；见 ad-library-browser-tasks.csv，采完后回填截图 manifest 和 creative URL。 |
| DataEye / ADX | Refoto : AI Photo Studio | blocked | No DataEye creative match in current inputs; needs product detail or external ad library. |
| DataEye / ADX | Refoto | blocked | No DataEye creative match in current inputs; needs product detail or external ad library. |
Ad Library Browser Tasks
| ad_platform | query | market | status | search_url | next_action |
|---|---|---|---|---|---|
| tiktok | Refoto : AI Photo Studio | US | browser_ready | https://ads.tiktok.com/business/creativecenter/topads/pc/en?countryCode=US&period=30&keyword=Refoto+%3A+AI+Photo+Studio | 用账号化浏览器打开 search_url，保存截图 manifest、creative URL、hook、CTA、落地页和 blocked/no result 原因。 |
| tiktok | Refoto | US | browser_ready | https://ads.tiktok.com/business/creativecenter/topads/pc/en?countryCode=US&period=30&keyword=Refoto | 用账号化浏览器打开 search_url，保存截图 manifest、creative URL、hook、CTA、落地页和 blocked/no result 原因。 |
| meta | Refoto : AI Photo Studio | US | browser_ready | https://www.facebook.com/ads/library/?active_status=active&ad_type=all&country=US&media_type=all&q=Refoto+%3A+AI+Photo+Studio&search_type=keyword_unordered | 用账号化浏览器打开 search_url，保存截图 manifest、creative URL、hook、CTA、落地页和 blocked/no result 原因。 |
| meta | Refoto | US | browser_ready | https://www.facebook.com/ads/library/?active_status=active&ad_type=all&country=US&media_type=all&q=Refoto&search_type=keyword_unordered | 用账号化浏览器打开 search_url，保存截图 manifest、creative URL、hook、CTA、落地页和 blocked/no result 原因。 |
| google_ads | Refoto : AI Photo Studio | US | browser_ready | https://adstransparency.google.com/?region=US&search=Refoto+%3A+AI+Photo+Studio | 用账号化浏览器打开 search_url，保存截图 manifest、creative URL、hook、CTA、落地页和 blocked/no result 原因。 |
| google_ads | Refoto | US | browser_ready | https://adstransparency.google.com/?region=US&search=Refoto | 用账号化浏览器打开 search_url，保存截图 manifest、creative URL、hook、CTA、落地页和 blocked/no result 原因。 |
Ad Creative Signals
| match_type | product_title | creative_title | media | rank | exposure | play | status | original_url | video_url |
|---|---|---|---|---|---|---|---|---|---|
| no_dataeye_creative_match | Refoto : AI Photo Studio | blocked |
Research Queue 详情
| 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 | done | validation-analyst | 把 promote 候选转成 MVP spec |
| high_value_collection | P0 | review_mining | done | validation-analyst | 已真实采集 60 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 4 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 3 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 | done | 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 | done | validation-analyst | 更新 research-retro.md |
身份锁定
| 字段 | 值 | 状态 |
|---|---|---|
| 开发者 / 公司 | 商店 developer label Waho Team；开发者详情/隐私主体 TOP WIND FZ-LLC | verified |
| 品类 | AI Photo Studio / AI portrait / AI video generator | verified |
| 目标市场 | US / 英语市场优先 | inferred |
| App Store URL | 待补 | blocked |
| Google Play URL | https://play.google.com/store/apps/details?hl=en_US&id=com.refoto.aiportrait | verified |
| 官网 URL | https://www.refotopic.com/ | verified |
| Bundle / Package ID | com.refoto.aiportrait | verified |
关键发现
| 维度 | 结论 | 状态 |
|---|---|---|
| Product promise | AI photo studio + video generator；上传 10+ photos 学习身份，生成 headshots、Old Money、Cyborg、Retro、Magazine、group fusion、yearbook、HD export | verified |
| Acquisition hooks | LinkedIn/business headshot、10+ photos learn identity、AI group fusion、90s yearbook、Old Money/Magazine、viral video + HD export | verified / inferred |
| Paywall / Ads | Google Play 显示 contains ads + IAP；具体订阅价格 blocked | verified / blocked |
| 用户痛点 | AppBrain 评论提到广告过多、卡进度、无结果、黑屏/停止工作 | verified |
| 合规 | 隐私政策披露云端上传照片做 AIGC、效果分析保留、广告 ID/行为日志/照片视频/权限和 targeted advertising | verified |
评论痛点图谱
| Cluster | 证据 | 机会 / 风险 |
|---|---|---|
| 广告过多 | AppBrain 评论样本 | 推进版应弱化广告，避免破坏付费信任 |
| 生成无结果 / 卡进度 | AppBrain 评论样本 | 必须有队列状态、失败补偿、退款/重试 |
| 崩溃 / 黑屏 | AppBrain 评论样本 | 本地预检和失败恢复是 MVP 质量门 |
| 无需 prompt / 功能多 | 正向评论样本 | 模板化比 prompt 更适合大众用户 |
| 肖像和照片隐私 | 隐私政策直接披露云端照片处理 | 必须有授权、删除和未成年人限制 |
素材和获取
- 主 hook：LinkedIn/business headshot in seconds、90s yearbook、Old Money/Magazine、AI group fusion。
- 广告承诺：具体付费广告素材本轮 blocked；商店文案和官网足以支撑第一轮素材方向。
- 素材模式：上传自拍 -> 模板化职业照/写真/群融合/社媒风格 -> 分享或高清导出。
- 已确认广告 URL：blocked。
- 缺失广告证据：需要 TikTok/Meta/Google ad library 专项查询。
产品 / Paywall / 留存
- 首次结果：上传 10+ 自拍，选择模板，等待生成身份一致照片或视频。
- Paywall 触发：contains ads + IAP 已确认；具体时机和订阅 blocked。
- 留存循环：新模板、节日/社媒 trend、HD export、视频模板、group fusion。
- 退款 / 取消风险：生成无结果、等待过长、质量不符和崩溃会放大退款风险。
可做性
- 1 周 MVP：headshot 模板验证，上传 8-12 张，生成 4 张候选，提供失败补偿和删除入口。
- 1 个月 MVP：队列、相似度筛选、模板 A/B、付费前样张、导出、成本监控。
- 3 个月版本：group fusion、AI video、HD export、低成本模型路由和模板运营。
- 必须排除：未授权他人肖像、未成年人照片、冒充身份、group fusion 滥用、无法删除训练/生成素材。
下一步
| 动作 | Owner | Mode | Due |
|---|---|---|---|
| 写 privacy-first AI headshot MVP spec | validation-analyst | manual | 2026-06-16 |
| 拆 20 条 headshot/yearbook/Old Money 素材 hook | creative-analyst | browser | 2026-06-16 |
| 评估第三方 image/portrait API 成本、失败率和删除能力 | vendor-integrator | dry-run | 2026-06-16 |
| 输出肖像授权、删除、未成年人、冒充防护 guardrail | compliance-reviewer | manual | 2026-06-16 |
流程改进集中追踪
每份报告不再重复展示本轮流程改进表。共性问题集中维护在 improvement-backlog.md，本轮重点是 SKU 级 paywall、广告库真实素材、结构化 identity lock、OCR hook 归纳、store metric normalization。
证据账本
| 类型 | 来源 | 结论 | 状态 | 置信度 |
|---|---|---|---|---|
| manual_request | user_requested_batch | 用户指定进入本轮机会深挖队列。 | verified | high |
| store | Google Play | Google Play 显示 10M+ downloads、ads + IAP、上传 10+ photos、headshots、group fusion、yearbook 和 HD export。 | verified | high |
| official | Refoto official site | 官网支撑 AI Photo Studio 身份和公开产品入口。 | verified | medium |
| stats_reviews | AppBrain | AppBrain 给出约 13M estimated downloads、5.4M last 30 days，评论样本提到广告、无结果、黑屏。 | verified | medium |
| privacy | Refoto Privacy Policy | 隐私政策披露云端上传照片做 AIGC、可能保留用于效果分析，并处理设备/广告 ID、行为日志、照片/视频和 targeted advertising。 | verified | high |
| ads | Public ad library search | 本轮未定位具体付费广告素材。 | blocked | medium |
| 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 60 条商店评论样本，platforms=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 4 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: Flashback to 2000. The first leaked photo of Hayden Christensen in costume on th; Making $400-700/month selling AI influencer photos to small brands on Fiverr and; Well, guess this totally not AI photo means its game over. Pack it up, we lost. | 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=0, review=0, low_archive=25。Top review candidates: | partial | medium |
| trust_pricing_resolver_auto | Privacy/support/terms/pricing resolver | 真实解析 trust/pricing URL 3 个：fetch_success=3, blocked=0, privacy_rows=3, support_rows=4, pricing_rows=4。 | 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 |
| ad_library_browser_task_auto | Meta/TikTok/Google ad library browser tasks | 已生成 6 条账号化/浏览器广告库采集任务；当前是 browser_ready，不等同于已验证素材。 | partial | medium |