{ "schemaVersion": "0.1", "id": "ai-adoption-verification-command-center-20260818", "generatedAt": "2026-08-18T01:14:21+08:00", "status": "proof-building-open-not-outcome-proof", "productionBaseUrl": "https://lucheng-geo.pages.dev", "purpose": "Public command center for moving Lucheng GEO from crawlable site toward verifiable AI adoption, citation, natural recommendation and paid diagnostic pilot evidence.", "currentVerdict": { "canClaimPublicSiteOnline": true, "canClaimAiCrawlableArtifactsPublished": true, "canClaimFourPlatformDirectUrlReadinessPassed": false, "canClaimSearchIndexed": false, "canClaimNaturalRecommendation": false, "canClaimStableAiRecommendation": false, "canOpenSelfServiceRechargePublishing": false, "canSellAiOutcomeGuarantee": false, "oneLine": "当前可以证明公开站点和机器可读证据体系已上线；不能证明四平台稳定收录、搜索索引、自然推荐、模型训练吸收或客户充值发文后改变 AI 认知。" }, "proofGates": [ { "gateId": "g0-public-site-crawlability", "name": "公开站点可访问与机器可读", "status": "passed", "currentEvidence": "Cloudflare Pages 生产巡检 200/200 通过，llms.txt、feed.xml、sitemap.xml、AI crawl index 已公开。", "evidenceSource": "/data/cloudflare-pages-public-live-check-20260818-browser-run-authorization-packet.json", "nextAction": "保持每次内容或证据更新后跑本地和生产全站巡检。" }, { "gateId": "g1-direct-url-ai-reading", "name": "四平台直链读取", "status": "not-proven", "currentEvidence": "readiness engine 批次 1/8 已执行；direct-url readable 0，boundary pass 0，captcha blocked 1。", "evidenceSource": "/data/first-paid-pilot-readiness-engine-ai-retest-results-20260817.json", "nextAction": "下一条锁定 readiness-engine-20260817-yuanbao-g1；需明确授权后执行腾讯元宝 g1。" }, { "gateId": "g2-ai-answer-citation", "name": "AI 回答采用与引用", "status": "partial-signal-not-outcome-proof", "currentEvidence": "发布后 AI 验证记录中 adopted-with-citation 5、adopted-no-citation 38、adopted-with-error 16。这些是样本信号，不等于稳定推荐。", "evidenceSource": "/data/post-publish-ai-verification-records.json", "nextAction": "把有引用的样本与 URL、截图、原始回答绑定，剔除 adopted-with-error 后再进入案例库。" }, { "gateId": "g3-search-discovery", "name": "公开搜索发现/索引", "status": "not-observed-in-sampled-public-search", "currentEvidence": "公开搜索发现快照状态 pagesdev-not-found-brand-external-sources-found；pages.dev search discovery observed=false；search-discovery 层记录数 0；indexed-not-adopted 样本 3。当前不能声明项目搜索索引已证明。", "evidenceSource": "/data/public-search-discovery-evidence-snapshot-20260818.json", "nextAction": "对 pages.dev 与后续正式域名分别执行 site:URL、标题精确检索、关键句检索，并保存公开搜索截图和查询时间；优先复用已能被搜索发现的官网和历史媒体来源线索。" }, { "gateId": "g4-natural-no-brand-recommendation", "name": "自然无品牌问法推荐", "status": "not-proven", "currentEvidence": "本轮自然无品牌问法在豆包、DeepSeek、元宝取得回答，但均未明确推荐“禄城精密门窗”；豆包只出现“芬德六扇/六扇门”相关实体信号，不能算目标品牌成功推荐；千问未捕获回答正文。", "evidenceSource": "/data/local-category-natural-retest-results-20260817.json", "nextAction": "同一问法按 Day1/Day3/Day7 复测豆包、元宝、DeepSeek、千问；只有多平台、连续轮次、无品牌提示仍出现目标品牌，才可升级。" }, { "gateId": "g5-stable-recommendation", "name": "稳定推荐与认知改变", "status": "not-proven", "currentEvidence": "objective audit 中 stableAiRecommendation=false，modelTrainingAbsorption=false。", "evidenceSource": "/data/objective-completion-audit-20260817.json", "nextAction": "只能用连续可复现的回答行为证明“可见性提升”，不能直接证明模型训练吸收。" }, { "gateId": "g6-paid-customer-loop", "name": "客户充值/付费发布商业闭环", "status": "closed", "currentEvidence": "当前可以准备首单“小额诊断/监测 pilot”，但不能开放自助充值发文，也不能销售 AI 收录、推荐、排名或模型认知改变承诺。", "evidenceSource": "/data/first-paid-pilot-commercial-gate-20260817.json", "nextAction": "先做小额诊断/监测 pilot；签服务确认单，只承诺诊断、发布辅助、监测报告，不承诺 AI 结果。" } ], "executionQueue": [ { "priority": 1, "queueId": "yuanbao-g1-authorized-browser-run", "ownerActionRequired": "用户需明确回复授权句", "requiredAuthorizationPhrase": "允许操作腾讯元宝进行 g1 实测", "allowedScope": "只执行腾讯元宝 readiness-engine-20260817-yuanbao-g1 单条 direct-url 测试。", "expectedOutput": [ "原始回答转写", "一张可审计截图", "record-first-paid-pilot-readiness-engine-ai-result 录入记录", "结果门禁重建与公开部署" ], "blockedBy": "awaiting-explicit-authorization" }, { "priority": 2, "queueId": "remaining-seven-direct-url-platform-rows", "ownerActionRequired": "逐平台浏览器实测或用户手工提供原始回答与截图", "requiredAuthorizationPhrase": "逐平台单独授权，避免误操作账号或触发风控。", "allowedScope": "豆包、腾讯元宝、DeepSeek、千问的剩余 direct-url 行；遇验证码记录 blocked，不绕过。", "expectedOutput": [ "每行 raw answer", "每行 screenshot", "directUrlReadable / boundaryPass / unsafeClaim 三项评分", "四平台读取覆盖率" ], "blockedBy": "7 rows not tested" }, { "priority": 3, "queueId": "public-search-index-discovery", "ownerActionRequired": "允许执行公开搜索或用户提供搜索截图", "requiredAuthorizationPhrase": "允许执行公开搜索发现取证", "allowedScope": "只读搜索：site: 域名、标题精确匹配、关键句匹配；不提交站长平台、不改 DNS。", "expectedOutput": [ "搜索查询语句", "搜索结果截图", "结果 URL 与排名位置", "search-discovery 记录" ], "blockedBy": "no-search-discovery-records" }, { "priority": 4, "queueId": "day1-day3-day7-natural-query-retake", "ownerActionRequired": "允许操作 AI 平台或用户手工提供回答", "requiredAuthorizationPhrase": "按平台逐条授权自然问法实测", "allowedScope": "同一自然无品牌问法，不粘贴目标品牌，不诱导模型读指定 URL。", "expectedOutput": [ "四平台自然回答", "是否自然出现禄城精密门窗", "是否混淆六扇门/芬德/其他主体", "连续轮次稳定性" ], "blockedBy": "target-brand-not-recommended" }, { "priority": 5, "queueId": "first-paid-diagnostic-pilot", "ownerActionRequired": "确认首单客户、诊断范围、服务确认单", "requiredAuthorizationPhrase": "允许准备首单诊断 pilot 交付包", "allowedScope": "诊断/监测，不开放自助充值，不承诺 AI 收录、排名、推荐。", "expectedOutput": [ "服务确认单", "客户原文/证据来源清单", "发布与监测计划", "交付报告样张" ], "blockedBy": "needs-service-confirmation" } ], "stageExitCriteria": [ { "stage": "L2 直链读取证明", "exitCriteria": "至少 3 个平台能读取指定公开 URL，且边界通过，无 unsafe claim。", "currentStatus": "0 readable / 0 boundary pass" }, { "stage": "L3 引用与来源证明", "exitCriteria": "至少 2 个平台回答中引用或清晰复述目标 URL 的关键事实，并保存原始回答与截图。", "currentStatus": "5 adopted-with-citation 样本，需逐条审计是否可用于本项目案例。" }, { "stage": "L4 自然推荐证明", "exitCriteria": "同一无品牌自然问法在至少 2 个平台、连续 2 轮主动出现目标品牌，并能解释来源或理由。", "currentStatus": "未证明" }, { "stage": "L5 商业闭环证明", "exitCriteria": "客户签署诊断服务确认单、付费、完成发布/监测/复测交付，且销售话术不承诺 AI 结果。", "currentStatus": "仅可准备小额诊断 pilot" } ], "hardSalesBoundaries": [ "不能承诺发文后 AI 一定收录、推荐、排名或改变模型认知。", "不能把 direct-url 测试包装成自然搜索或训练吸收证明。", "不能把 adopted-no-citation 或 adopted-with-error 样本包装成成功案例。", "可以销售的是诊断、内容结构化、证据补齐、发布辅助、监测复测与报告交付。", "客户充值付费发布功能必须等服务确认、后台权限、付款证据和结果边界全部上线后再开放。" ], "nextBestAction": { "action": "等待明确授权后执行腾讯元宝 g1 单条 direct-url 实测；若不授权浏览器，则改为用户手工提供回答和截图后录入。", "authorizationPhrase": "允许操作腾讯元宝进行 g1 实测", "publicPacket": "/reports/first-paid-pilot-readiness-engine-ai-browser-run-authorization-packet-20260818.html" }, "sourceFiles": { "readinessResults": "/data/first-paid-pilot-readiness-engine-ai-retest-results-20260817.json", "readinessControl": "/data/first-paid-pilot-readiness-engine-ai-execution-control-20260817.json", "browserRunAuthorization": "/data/first-paid-pilot-readiness-engine-ai-browser-run-authorization-packet-20260818.json", "naturalRetest": "/data/local-category-natural-retest-results-20260817.json", "postPublishRecords": "/data/post-publish-ai-verification-records.json", "publicSearchSnapshot": "/data/public-search-discovery-evidence-snapshot-20260818.json", "commercialGate": "/data/first-paid-pilot-commercial-gate-20260817.json", "objectiveAudit": "/data/objective-completion-audit-20260817.json", "publicLiveCheck": "/data/cloudflare-pages-public-live-check-20260818-browser-run-authorization-packet.json" } }