{ "schemaVersion": "0.1", "id": "lucheng-geo-current-decision-audit-20260824", "generatedAt": "2026-08-24T11:52:24+08:00", "date": "2026-08-24", "status": "current-state-l0-l2-partial-methodology-ready-l3-l5-not-proven", "productionBaseUrl": "https://lucheng-geo.pages.dev", "target": { "brandName": "禄城精密门窗", "manufacturer": "广东禄城精密门窗制造有限公司", "longyanAgentOperator": "龙岩六扇门装饰材料有限公司", "industries": [ "系统门窗", "封阳台", "断桥铝门窗", "家居建材", "阳光房" ] }, "oneLine": "禄城 GEO 样板当前可以证明公开可访问、机器可读和方法论可复制；不能证明 pages.dev 已搜索收录、四平台自然推荐、模型训练吸收、客户行为引导或自助付费发布闭环。", "sourceEvidence": { "productionFullCheck": { "file": "data/cloudflare-pages-public-live-check-20260824-current-decision-audit.json", "status": "passed", "passed": 450, "totalEntries": 450, "failed": 0 }, "methodology": { "file": "data/lucheng-brand-product-geo-methodology-20260818.json", "status": "lucheng-only-methodology-operating-model-ready-not-ai-adoption-proof", "canReplicateMethodology": true, "canClaimAiAdoption": false }, "imaKnowledgeCoverage": { "file": "data/ima-document-extraction-coverage-20260710.json", "status": "p0-and-p1-targets-extracted-with-boundaries", "documents": 11, "p0Documents": 6, "score": "68/85", "boundary": "IMA 资料已形成阶段性抽取记录；未在本审计中重新操作 IMA 客户端。" }, "day7PublicReadiness": { "file": "data/local-category-day7-ai-visibility-monitor-20260824.json", "status": "day7-public-readiness-checked-ai-platform-run-not-executed", "aiPlatformRunExecuted": false }, "day7PublicSearch": { "file": "data/public-search-day7-lucheng-discovery-20260824.json", "status": "day7-pagesdev-not-observed-external-source-routes-observed", "ownedPagesDevObserved": false, "externalSourceCount": 8 }, "naturalCategoryRetest": { "file": "data/local-category-natural-retest-results-20260817.json", "targetBrandMentionRows": 0, "relatedEntityOnlyRows": 1, "visibleAnswerCapturedRows": 3, "totalRows": 4 }, "day0G1Gate": { "file": "data/ai-platform-day0-g1-result-gate-20260818.json", "status": "awaiting-results-no-ai-evidence", "executedRows": 0, "totalRows": 4, "requiredAuthorizationPhrase": "允许执行四平台 Day0 G1 实测" }, "commercialGate": { "file": "data/first-paid-pilot-current-collection-gate-20260818.json", "status": "diagnostic-pilot-materials-ready-real-payment-not-approved-self-service-closed", "replicationStatus": "replication-gate-ready-methodology-only-self-service-closed", "selfServicePaidPublishingClosed": true } }, "evidenceLevelDecision": [ { "level": "L0-public-access", "status": "achieved", "evidence": "data/cloudflare-pages-public-live-check-20260824-current-decision-audit.json: 450/450", "allowedClaim": "可以说生产站公开入口当前可访问。", "forbiddenClaim": "不能把 200 可访问等同于搜索收录或 AI 采用。" }, { "level": "L1-machine-readable-contract", "status": "achieved", "evidence": "data/lucheng-brand-product-geo-methodology-20260818.json: lucheng-only-methodology-operating-model-ready-not-ai-adoption-proof", "allowedClaim": "可以说站点有 sitemap、feed、llms、AI crawl index、答案卡和结构化边界。", "forbiddenClaim": "不能说机器可读结构必然改变模型认知。" }, { "level": "L2-direct-url-reading", "status": "partial-needs-current-g1-rerun", "evidence": "data/lucheng-ai-visibility-evidence-ladder-20260817.json: partially-achieved；data/ai-platform-day0-g1-result-gate-20260818.json: awaiting-results-no-ai-evidence", "allowedClaim": "可以说曾观察到部分平台在给定 URL 时能读取部分页面，但当前 Day0 G1 主测试仍需重跑。", "forbiddenClaim": "不能把 direct-url 读取说成平台自然发现、训练吸收或稳定推荐。" }, { "level": "L3-search-discovery", "status": "not-observed-for-owned-pages-external-routes-observed", "evidence": "data/public-search-day7-lucheng-discovery-20260824.json: pages.dev=0, external=8", "allowedClaim": "可以说自有 pages.dev 搜索发现未观察到，外部来源路线已观察到。", "forbiddenClaim": "不能声明 pages.dev 已索引；也不能把外部媒体软文当作事实背书。" }, { "level": "L4-natural-category-recommendation", "status": "not-achieved", "evidence": "data/local-category-natural-retest-results-20260817.json: targetBrandMentionRows=0/4, relatedEntityOnlyRows=1", "allowedClaim": "可以说旧自然问法尚未把完整目标品牌推出去。", "forbiddenClaim": "不能包装成客户案例、自然推荐成功或行为引导已达成。" }, { "level": "L5-stable-cross-platform-display", "status": "not-proven", "evidence": "尚缺跨平台、跨时间、同问法稳定复现的原始回答和截图。", "allowedClaim": "可以说 L5 仍是后续验证目标。", "forbiddenClaim": "不能承诺稳定排名、稳定推荐、稳定转化。" } ], "businessDecision": { "currentCommercialStage": "human-reviewed-geo-diagnostic-and-monitoring-pilot-only", "canSellNow": [ "品牌 GEO 诊断", "证据缺口整理", "文章 AI 友好改造", "公开可读部署", "Day1/Day3/Day7 复测监控" ], "cannotSellYet": [ "自助充值后自动保证收录", "保证豆包/元宝/DeepSeek/千问自然推荐", "保证改变模型训练认知", "保证客户搜索后被引导购买" ], "selfServicePaidPublishing": "closed", "paymentGate": "真实收款前必须先完成至少一轮可复现 AI 证据链和交付验收口径。" }, "nextExperiments": [ { "id": "E1-current-four-platform-g1", "priority": 1, "name": "四平台当前 G1 direct-url 重跑", "why": "验证当前页面是否能被豆包、腾讯元宝、DeepSeek、通义千问在给定 URL 时安全读取。", "requiredInputs": [ "明确授权", "目标 URL", "四平台已登录浏览器", "原始回答保存路径", "截图保存路径" ], "successMetric": "至少 3/4 平台能读取 URL，复述证据边界，且无实体混淆或过度承诺。", "highestEvidenceLevelIfPass": "L2" }, { "id": "E2-external-route-vs-owned-route", "priority": 2, "name": "外部来源路线 vs 自有 pages.dev 对照", "why": "Day7 已观察到外部来源路线，需比较 AI 对官网/行业媒体/本地稿与 pages.dev 的读取和引用差异。", "requiredInputs": [ "外部 URL 审核", "同一提示词", "平台回答截图", "来源引用标注" ], "successMetric": "同问法下记录哪类来源更容易被平台引用或复述。", "highestEvidenceLevelIfPass": "L2-L3-source-route-signal" }, { "id": "E3-natural-no-brand-local-category", "priority": 3, "name": "自然无品牌本地类目问法复测", "why": "旧结果没有明确出现禄城精密门窗；必须验证分发后是否改变候选召回。", "requiredInputs": [ "不含品牌名的问题", "新会话", "四平台截图", "实体混淆标注" ], "successMetric": "至少 2/4 平台在不提供品牌名和 URL 时明确出现完整目标品牌，并能说明依据。", "highestEvidenceLevelIfPass": "L4-weak-needs-repeat" }, { "id": "E4-stability-repeat", "priority": 4, "name": "跨时间稳定复现", "why": "单轮命中不能证明商业承诺，需要 Day14/Day30 或多轮随机会话复现。", "requiredInputs": [ "固定提示词", "复测日程", "相同评分器", "失败样本保留" ], "successMetric": "跨时间、跨平台、跨新会话仍能稳定召回且事实边界不漂移。", "highestEvidenceLevelIfPass": "L5" } ], "nextQuestionForUser": "是否现在授权我执行 E1：四平台当前 G1 direct-url 重跑，并把豆包、腾讯元宝、DeepSeek、通义千问的原始回答和截图写入证据台账？", "hardBoundaries": [ "热水壶仍只是历史抽象例子，当前样板只围绕禄城精密门窗。", "页面可访问、结构化、llms.txt、sitemap、RSS 均不能单独证明 AI 采用。", "相关主体如六扇门单独出现，不计为完整目标品牌禄城精密门窗被推荐。", "外部来源路线是信号，不是事实背书；所有强主张仍需来源、数据口径和审核。", "自助付费发布与 AI 结果承诺保持关闭。" ], "claimBooleans": { "canClaimProductionPublicReadable": true, "canClaimReplicableMethodology": true, "canClaimPagesDevIndexed": false, "canClaimFourPlatformAiAdoption": false, "canClaimNaturalRecommendation": false, "canClaimModelTrainingAbsorption": false, "canClaimCustomerBehaviorGuidance": false, "canOpenSelfServicePaidPublishing": false } }