Opera: AI browser with VPN · 机会深挖报告

Verdictlearning_only / watch

Laneevidence_enrichment

Verified evidence14

Blocked / no result0

怎么读这份报告

观察来自商店详情、公开评论、截图 OCR、官网/隐私/支持页面。

我们的判断基于观察做的产品、合规、可复制性判断，不等同于竞品官方说法。

我们的建议面向我们是否验证/开发的动作，例如安全 wedge、素材测试、paywall 深采。

待补公开采集暂时覆盖不到的部分，尤其 App 内 paywall、SKU、真实广告库素材。

完整采集口径和后续优化方法见 research-methodology.md。

决策摘要

Coverage65

Promote readiness65

Verdictlearning_only / watch

质量门状态complete:5, missing:4, partial:10

执行队列状态done:6, partial:2, pending:9

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	MVP Gate	pending	把 promote 候选转成 MVP spec
P0	商店截图 OCR	partial	已 OCR 17/21 张；empty=0, failed=4, skipped=0。对空文本/失败样本跑 VL fallback，并人工复核低质量 OCR。
P0	广告库查询	pending	跑 ad-library-queries.csv
P1	IAP / Pricing Matrix	partial	已扩展到 23 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
P0	安全可做 Wedge	pending	沉淀 anti-pattern library

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	missing	12	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	63	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	66	拆 paywall moment、试用、订阅周期、续费价、退款和取消路径。
privacy_data_safety	partial	64	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	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	partial	63	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	85	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	missing	12	明确 1 周、1 个月、3 个月 scope，写清 kill gate 和必须排除项。
safe_wedge	missing	12	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	pending	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 120 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	partial	creative-analyst	已 OCR 17/21 张；empty=0, failed=4, skipped=0。对空文本/失败样本跑 VL fallback，并人工复核低质量 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	partial	validation-analyst	已扩展到 23 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 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	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	done	validation-analyst	更新 research-retro.md

真实采集面板

Store listings4

Reviews120

Screenshots21

OCR complete17

OCR empty/failed0/4

Pricing rows23

Reddit high/review/low4/0/21

Trust fetch4/4

Ad browser tasks6

Ad creatives0

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 4 条 listing。
评论样本：当前用于一阶痛点聚类，本报告 120 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：21 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 21 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：23 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。

**AN Al-POWERED**app_store / US / ocr_complete

**DISCOVER**app_store / US / ocr_complete

**NATIVE AD-BLOCK**app_store / US / ocr_complete

**BUILT-IN VPN**app_store / US / ocr_complete

**SWIPE DOWN**app_store / US / ocr_complete

**YOUR BROWSER**app_store / US / ocr_complete

**2026-06-09-opera-ai-browser-with-vpn-store-008**google_play / US / vl_failed

Pricing / Paywall 口径

免费安装信号 4 条
IAP range 2 条
观察到的 IAP 范围：google_play:US:iap_range: $5.99 - $29.99 per item USD；google_play:GB:iap_range: £5.99 - £29.99 if billed through Play GBP
条款/退款/取消文本线索 17 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	refund_route	status
app_store:US:install	free_install			0	USD	App Store refund / subscription management; in-app cancellation path not captured	partial
app_store:GB:install	free_install			0	GBP	App Store refund / subscription management; in-app cancellation path not captured	partial
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			$5.99 - $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			£5.99 - £29.99 if billed through Play	GBP	Google Play refund / subscription management; in-app cancellation path not captured	partial
text_signal:1:4	text_price_or_paywall_signal	yearly	30-day	$4	USD		partial
text_signal:1:48	text_price_or_paywall_signal	yearly	30-day	$48	USD		partial
text_signal:1:5	text_price_or_paywall_signal	yearly	30-day	$5	USD		partial
text_signal:1:30	text_price_or_paywall_signal	yearly	30-day	$30	USD		partial

显示 10 / 23 行。

Store Screenshot OCR / VL

platform	country	hook	promise	status	next_action
app_store	US	AN Al-POWERED	AN Al-POWERED / BROWSER	ocr_complete	人工复核 OCR 文案并标注 hook/promise/risk。
app_store	US	DISCOVER	DISCOVER / CREATIVE INSPIRATION	ocr_complete	人工复核 OCR 文案并标注 hook/promise/risk。
app_store	US	NATIVE AD-BLOCK	NATIVE AD-BLOCK	ocr_complete	人工复核 OCR 文案并标注 hook/promise/risk。
app_store	US	BUILT-IN VPN	BUILT-IN VPN / SECURES YOUR / BROWSING	ocr_complete	人工复核 OCR 文案并标注 hook/promise/risk。
app_store	US	SWIPE DOWN	SWIPE DOWN / FOR EFFORTLESS / SEARCHING	ocr_complete	人工复核 OCR 文案并标注 hook/promise/risk。
app_store	US	YOUR BROWSER	YOUR BROWSER / YOUR DESIGN	ocr_complete	人工复核 OCR 文案并标注 hook/promise/risk。
app_store	US	CENECR	CENECR / GENERATE / a	ocr_complete	人工复核 OCR 文案并标注 hook/promise/risk。
google_play	US			vl_failed	Expecting value: line 1 column 1 (char 0)
google_play	US	€ VPN Pro	€ VPN Pro / Protected / ‘roar Graaesiny ny eecired	ocr_enhanced_complete	人工复核 OCR/VL 文案并标注 hook/promise/risk。
google_play	US	© Adblocking	© Adblocking / Enabled / © 1,689	ocr_complete	人工复核 OCR 文案并标注 hook/promise/risk。

显示 10 / 21 行。

Reddit Relevance

query	subreddit	title	relevance_score	relevance_status	status
Opera AI browser VPN	JanitorAI_Official	HOLY SHIT I CAN ACCESS J.AI WITHOUT VPN	8	low_relevance_archive	needs_archive
Opera AI browser VPN	banlive	I tested 6 browsers so you don't have to — full breakdown with scores (Brave, Firefox, Edge, Helium, Vivaldi, Opera)	97	high_confidence_target	partial
Opera AI browser VPN	Chub_AI	Critical Bug: Chub.ai is serving its main JS file as HTML, breaking Chrome/Brave/Opera/Safari	97	high_confidence_target	partial
Opera AI browser VPN	browsers	Do you agree with this comparison (2026)	8	low_relevance_archive	needs_archive
Opera AI browser VPN	browsers	The 2026 Browser Landscape	8	low_relevance_archive	needs_archive
Opera AI browser VPN	BannedFromDiscord	MY own Ban Evasion Guide.	8	low_relevance_archive	needs_archive
Opera AI browser VPN	xprivo	Which privacy browser do you actually trust in 2026? Brave just launched a debloated version called Origin. Here is the full breakdown of it and every serious option right now.	8	low_relevance_archive	needs_archive
Opera AI browser VPN	PurchaseWithPurpose	a personal guide I made for alternate services	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	admob, appsflyer, facebook, firebase, google analytics, stripe	eral, we do not process or store personal data longer than needed and therefore delete it after a certain period of time. Below we have included some more specific details on retention periods, which vary depending on t…	low	verified	https://www.opera.com/privacy
trust_url	facebook		high	verified	https://www.opera.com/features/free-vpn
trust_url			low	verified	https://www.opera.com/zh-cn/features/vpn-pro/vpn-pricing-plan
privacy_policy	facebook		medium	verified	https://press.opera.com/2024/09/25/opera-reaffirms-its-commitment-to-privacy-with-an-independent-no-log-audit-of-its-free-browser-vpn/

Support / Refund Quality

signal_type	claim	status	risk_level
support_contact	support email: datacontroller@yoyogames.com	partial	medium
refund_policy	collect web content easily, share it visually. Opera Cashback Automatically get money back when shopping in Opera Browser. Opera Themes Completely transform the look, sound and feel of your browser. Deezer Play your fav…	partial	medium
cancel_path		blocked	high
delete_request	eral, we do not process or store personal data longer than needed and therefore delete it after a certain period of time. Below we have included some more specific details on retention periods, which vary depending on t…	partial	medium

Ad Library Query Status

platform_label	query	status	purpose
TikTok Creative Center	Opera: AI browser with VPN	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	Opera	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	Opera: AI browser with VPN	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	Opera	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	Opera: AI browser with VPN	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	Opera	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	Opera: AI browser with VPN	blocked	No DataEye creative match in current inputs; needs product detail or external ad library.
DataEye / ADX	Opera	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	Opera: AI browser with VPN	US	browser_ready	https://ads.tiktok.com/business/creativecenter/topads/pc/en?countryCode=US&period=30&keyword=Opera%3A+AI+browser+with+VPN	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	Opera	US	browser_ready	https://ads.tiktok.com/business/creativecenter/topads/pc/en?countryCode=US&period=30&keyword=Opera	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	Opera: AI browser with VPN	US	browser_ready	https://www.facebook.com/ads/library/?active_status=active&ad_type=all&country=US&media_type=all&q=Opera%3A+AI+browser+with+VPN&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	Opera	US	browser_ready	https://www.facebook.com/ads/library/?active_status=active&ad_type=all&country=US&media_type=all&q=Opera&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	Opera: AI browser with VPN	US	browser_ready	https://adstransparency.google.com/?region=US&search=Opera%3A+AI+browser+with+VPN	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	Opera	US	browser_ready	https://adstransparency.google.com/?region=US&search=Opera	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	Opera: AI browser with VPN						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	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 120 条商店评论；下一步补 Reddit/Trustpilot 和人工复核。
high_value_collection	P0	store_screenshot_ocr	partial	creative-analyst	已 OCR 17/21 张；empty=0, failed=4, skipped=0。对空文本/失败样本跑 VL fallback，并人工复核低质量 OCR。
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 23 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	done	validation-analyst	更新 research-retro.md

身份锁定

字段	值	状态
开发者 / 公司	App Store 开发者 Opera Norway AS；Opera Limited 为 Oslo 总部、NASDAQ: OPRA 浏览器公司	verified
品类	browser / AI browser / free VPN / VPN Pro	verified
目标市场	全球，英语市场优先学习	verified
App Store URL	https://apps.apple.com/us/app/opera-ai-browser-with-vpn/id1411869974	verified
Google Play URL	https://play.google.com/store/apps/details?id=com.opera.browser	verified
官网 URL	https://www.opera.com/	verified
Bundle / Package ID	com.opera.browser (Android)	verified

用户研究

Cluster	证据	机会 / 风险
privacy / trust	App Store privacy 类别、Trustpilot 安装/数据分享担忧	隐私承诺必须写 scope 和证据
performance	Trustpilot/Reddit 样本提到 VPN 慢、卡顿、页面失败	安全工具不能牺牲核心任务速度
product clarity	用户混淆 browser VPN 和系统 VPN	必须解释“保护什么、不保护什么”
Pro gap	外部评测称 VPN Pro 低价易用但缺 iOS/kill switch/功能深度	套餐矩阵必须写清限制
brand safety	Opera GX 广告调性投诉	创意尺度会反噬信任

不直接复制的理由

浏览器默认入口、渲染/内核/扩展生态、跨平台同步和商店评分积累是重资产。
VPN 节点、no-log 审计、反滥用、退款、全球支付和合规是运营密集型。
Opera 的差异化来自浏览器壳把 AI/VPN/广告拦截放在同一入口，不是单点工具可轻易复制。

可迁移模式

Pattern	说明	迁移到 app_factory
一键开启安全	把复杂安全能力压缩成 tap	工具 onboarding 减少解释成本
Free browser-only vs Pro device-wide	免费有限、Pro 扩大保护范围	cleaner/PDF 可做 free scan vs paid bulk action
不需要账号/插件	低信任新用户更容易试	首次结果前减少注册
多设备套餐	Pro 覆盖 6 台设备	工具包订阅可强调设备/家庭
no-log + 独立审计	隐私 claim 配证据链接	privacy claim 必须有范围和 caveat
公共 Wi-Fi 场景	具体场景比抽象隐私更强	工具素材要用真实触发场景
ad/tracker blocking = 更快更干净	日常结果感强	cleaner/PDF 文案应讲“少打断/更快完成”

Pricing / Package

Free：App 免费；Free VPN 内置浏览器、no-log、无数据上限。
VPN Pro：官网定价页显示一年 `$4/mo billed $48/year`、六个月 `$5/mo billed $30`、月付 `$8`、30-day money-back guarantee、最多 6 台 Android/Desktop 设备。
Caveat：VPN Pro 7-day free trial 公开页面有提及，但实际入口依平台需再验证。

下一步

动作	Owner	Mode	Due
抽取 trust / package copy 到工具订阅模板	validation-analyst	manual	2026-06-16
建 privacy claim 四列表：claim/evidence/audit_scope/caveat	compliance-reviewer	manual	2026-06-16
做套餐矩阵 HTML 模块	validation-analyst	code	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	Apple App Store	Opera: AI browser with VPN；developer Opera Norway AS；4.7/247K ratings；列出 privacy data categories。	verified	high
store	Google Play	Google Play 文案包含 AI browser、free built-in VPN、ad-block、private browser、data-saving mode。	verified	high
official	Free VPN	Opera Free VPN 是浏览器内 VPN，no-log，并和 VPN Pro device-wide 形成清晰升级梯。	verified	high
official	VPN Pro pricing	VPN Pro 页面显示 $4/mo annual、$5/mo six-month、$8 monthly、30-day guarantee。	verified	high
official	VPN audit	Deloitte no-log audit 适用 Opera free browser VPN scope。	verified	high
review	Trustpilot	Trustpilot 1.8 score / 457 reviews，投诉包含 performance 和 privacy trust。	verified	medium
review	TechRadar Opera VPN	TechRadar 称 VPN Pro easy/cheap，但缺 iOS、kill switch 和深功能。	verified	medium
store_detail_auto	App Store / Google Play collector	真实采集 4 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 21 个，隐私链接 1 个。	verified	high
review_sample_auto	Store review collector	真实采集 120 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 21 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 6 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: HOLY SHIT I CAN ACCESS J.AI WITHOUT VPN; I tested 6 browsers so you don't have to — full breakdown with scores (Brave, Fi; Critical Bug: Chub.ai is serving its main JS file as HTML, breaking Chrome/Brave	partial	medium
store_screenshot_ocr_auto	Store screenshot OCR	真实处理 21 张商店截图 OCR：complete=17, empty=0, failed=4, skipped=0；complete 包含 OCR 增强/VL fallback；输出见 assets/store-screenshot-ocr.csv。	partial	high
community_relevance_auto	Reddit relevance scorer	已对 25 条 Reddit leads 做相关性门禁：high=4, review=0, low_archive=21。Top review candidates: I tested 6 browsers so you don't have to — full breakdown with scores (Brave, Fi; Critical Bug: Chub.ai is serving its main JS file as HTML, breaking Chrome/Brave	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=23。	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