{ "schemaVersion": "0.1", "id": "ai-platform-current-source-route-update-20260818", "generatedAt": "2026-08-18T09:32:29+08:00", "status": "source-route-update-published-not-adoption-proof", "productionBaseUrl": "https://lucheng-geo.pages.dev", "sourceFiles": { "objectiveAudit": "data/objective-evidence-audit-20260818.json", "aiRecommendationGate": "data/ai-recommendation-verification-gate-20260818.json", "nextActionControl": "data/next-action-authorization-control-20260818.json", "outputJson": "data/ai-platform-current-source-route-update-20260818.json", "outputMd": "docs/AI_PLATFORM_CURRENT_SOURCE_ROUTE_UPDATE_20260818.md", "outputHtml": "reports/ai-platform-current-source-route-update-20260818.html", "aiCrawlIndex": "data/ai-crawl-index.json", "sitemap": "sitemap.xml", "feed": "feed.xml", "llms": "llms.txt" }, "sourcePolicy": { "officialFirst": true, "publicMethodReferenceAllowedOnlyAsMethod": true, "rules": [ "官方资料只证明能力或来源路线，不证明本站已被采用。", "direct-url 读取、公开搜索发现、生态来源命中、自然推荐必须分账记录。", "第三方 GEO 方法只能作为结构化改写方法，不能替代事实来源。", "所有缺来源、缺数据口径、缺原文引语的地方必须标记“建议补充”。" ] }, "sourceRegister": [ { "sourceId": "doubao-volcengine-web-search-plugin-doc-20260818", "platform": "doubao", "sourceType": "official-documentation", "url": "https://www.volcengine.com/docs/82379/1756990", "currentUse": "火山方舟 Web Search（联网内容插件）文档作为豆包/方舟联网检索路线的一手依据。", "observedFacts": [ "公开文档说明 Web Search 能通过 Responses API 为大模型获取实时公开网络信息。", "该能力能支持 direct-url-summary、公开搜索引用与时效信息测试，不能证明本站已被豆包自然发现或训练吸收。" ], "routeImplication": "豆包路线优先测试 Responses API / Web Search 直链读取、公开搜索结果与来源引用，再升级自然无品牌问法。", "cannotClaim": "不能把搜索产品存在写成豆包已采用禄城。" }, { "sourceId": "doubao-volcengine-tools-overview-20260818", "platform": "doubao", "sourceType": "official-documentation", "url": "https://www.volcengine.com/docs/82379/1827538", "currentUse": "火山方舟工具概述作为内置工具能力边界的一手依据。", "observedFacts": [ "工具概述把 Web Search 定位为获取实时公开网络信息的内置工具。", "工具能力说明只能证明检索路线存在，不证明 C 端豆包自然推荐或模型参数训练吸收。" ], "routeImplication": "豆包路线必须把独立站 direct-url、公开搜索结果、头条/抖音/火山生态分账记录。", "cannotClaim": "不能说存在可控豆包训练爬虫或保证泛类目推荐。" }, { "sourceId": "yuanbao-tencent-app-page-20260818", "platform": "yuanbao", "sourceType": "official-app-page", "url": "https://sj.qq.com/appdetail/com.tencent.hunyuan.app.chat", "currentUse": "腾讯元宝官方应用页作为生态信源线索。", "observedFacts": [ "官方应用页介绍了元宝与微信公众号、视频号等腾讯生态信源的联网搜索关系。", "该证据能证明元宝存在腾讯生态来源路线，不能证明元宝会采用独立站内容。" ], "routeImplication": "元宝必须把独立站 URL、公众号/视频号、IMA 公开知识库分账测试。", "cannotClaim": "不能把 IMA 私有资料或腾讯生态命中写成独立站收录。" }, { "sourceId": "qianwen-aliyun-web-search-agent-guide-20260818", "platform": "qianwen", "sourceType": "official-documentation", "url": "https://help.aliyun.com/zh/model-studio/web-search-agent-guide", "currentUse": "阿里云百炼/Model Studio 联网检索 Agent 文档作为千问来源引用路线依据。", "observedFacts": [ "文档说明联网检索 Agent 可实时检索、多源筛选、深度阅读网页，并支持引用来源追溯。", "这更适合做受控检索与来源引用验证，但不能替代 C 端自然推荐。" ], "routeImplication": "千问路线优先做 direct-url、引用来源、指定检索范围 controlled test 三类分账。", "cannotClaim": "不能把受控 Agent 指定检索范围结果写成千问 C 端自然推荐。" }, { "sourceId": "qianwen-aliyun-web-search-api-20260818", "platform": "qianwen", "sourceType": "official-documentation", "url": "https://help.aliyun.com/zh/model-studio/web-search", "currentUse": "阿里云百炼“如何联网搜索”文档作为千问 API 侧 enable_search / 来源展示路线依据。", "observedFacts": [ "文档说明可用 enable_search 开启联网搜索，并可通过 search_options 控制来源展示、检索策略、指定站点等。", "该路线可用于受控引用验证，但不能直接等同千问 C 端 App 自然推荐。" ], "routeImplication": "千问测试要分别记录：直链可读、搜索来源是否出现 doctorlucheng/lucheng-geo、回答是否引用并保留边界。", "cannotClaim": "不能把 API 受控搜索结果外推为全量用户问答结果。" }, { "sourceId": "deepseek-responses-api-web-search-20260818", "platform": "deepseek", "sourceType": "official-documentation", "url": "https://api-docs.deepseek.com/api/create-response/", "currentUse": "DeepSeek Responses API 文档作为 API 侧 web_search 能力的一手依据。", "observedFacts": [ "Responses API 支持服务器侧 web_search 工具，并会在输出中产生 web_search_call。", "这说明 DeepSeek API 侧有可测的联网检索路线，但不证明网页端或普通用户自然问答已采用本站。" ], "routeImplication": "DeepSeek 先测 direct-url 和 web_search_call 是否打开目标页，再测品牌实体召回和自然类目问法。", "cannotClaim": "不能说 DeepSeek 有公开可控本站 crawler 或已收录禄城。" }, { "sourceId": "deepseek-responses-api-guide-20260818", "platform": "deepseek", "sourceType": "official-documentation", "url": "https://api-docs.deepseek.com/guides/responses_api/", "currentUse": "DeepSeek Responses API Guide 作为事件流与 web_search_call 记录格式依据。", "observedFacts": [ "指南列出了 response.web_search_call 的状态事件，可用于记录搜索行为是否发生。", "该证据只能证明 API 工具调用可观测，不能证明模型参数训练或 C 端稳定推荐。" ], "routeImplication": "若以后走 DeepSeek API 自动化验证，要记录 web_search_call 事件、打开页面动作和最终回答三类证据。", "cannotClaim": "不能把 API 侧一次搜索事件包装成“DeepSeek 已收录”。" }, { "sourceId": "yaojingang-geo-article-friendly-skill-20260818", "platform": "cross-platform", "sourceType": "public-method-reference", "url": "https://github.com/yaojingang/yao-geo-skills/blob/main/docs/skills/yao-geo-article-friendly.md", "relatedUserSource": "https://x.com/yaojingang/status/2070878893582766223?s=46", "currentUse": "用户指定 GEO 推文方法的公开可读 skill 版本；用于旧文改造和发文前审计。", "observedFacts": [ "核心方法是把已有文章改成 GEO / AI 搜索友好版本：保留原观点、补结构、做评分。", "对缺来源、缺数据口径、缺原文引语的位置标为“建议补充”，避免把软文写成已验证事实。" ], "routeImplication": "客户发文前必须先生成改写评分卡，低于阈值不进入发布队列。", "cannotClaim": "不能用结构优化替代真实来源、真实平台回答和搜索结果截图。" } ], "platformRoutes": [ { "platform": "豆包", "primaryRoute": "火山方舟 Web Search / 豆包直链读取 + 公开搜索结果 + 头条/抖音/火山生态补充", "currentTest": "Day0 G1 direct-url-summary；记录是否读取目标 URL、是否复述证据、是否产生来源引用；授权句仍为“允许执行四平台 Day0 G1 实测”。", "currentEvidence": "公开站 412/412 可读；Day0 G1 0/4 执行。", "risk": "若只做抖音/头条内容，无法证明独立站路线有效；若只做独立站，可能无法进入豆包自然推荐。" }, { "platform": "腾讯元宝", "primaryRoute": "独立站 direct-url + 微信公众号/视频号 + IMA 公开知识库", "currentTest": "先做四平台 Day0 G1；备选为外媒路线单条和买门窗 g1 单条。", "currentEvidence": "历史自然问法未稳定推出禄城；腾讯生态来源需另行分账。", "risk": "元宝命中公众号或视频号不能算 doctorlucheng.com 被采用。" }, { "platform": "通义千问", "primaryRoute": "独立站 direct-url + 可引用网页 + 百炼 enable_search / web_extractor 受控联网检索", "currentTest": "四平台 Day0 G1 中保存原始回答、截图、search_info/来源引用和是否保留建议补充边界。", "currentEvidence": "当前没有千问 direct-url 真实执行结果；仅有可读站点基础设施。", "risk": "受控 Agent 的指定检索范围结果不能作为 C 端自然推荐证据。" }, { "platform": "DeepSeek", "primaryRoute": "DeepSeek Responses API web_search / 网页端联网搜索观察 + 独立站 direct-url", "currentTest": "先确认 direct-url 可读；若走 API，额外记录 web_search_call；再进入品牌实体和自然类目问法。", "currentEvidence": "公开搜索 D1 无 S2/S3；历史后台 DeepSeek 信号弱。", "risk": "若 direct-url 不可读，DeepSeek 第一阶段只能做监测，不能进入销售承诺。" } ], "articleTransformationScorecard": { "scoringTotal": 100, "publishThreshold": 80, "dimensions": [ { "id": "direct-answer", "score": 18, "rule": "标题和首屏 120 字内回答明确问题，而不是只写宣传口号。" }, { "id": "source-traceability", "score": 18, "rule": "每个关键事实有来源 URL、文件名、截图编号或“建议补充”。" }, { "id": "evidence-quality", "score": 18, "rule": "检测报告、安装 SOP、验收记录、售后边界优先于泛泛品牌描述。" }, { "id": "entity-consistency", "score": 14, "rule": "品牌、主体、地域、产品型号、服务边界在 HTML、JSON-LD、实体图中一致。" }, { "id": "ai-readable-structure", "score": 14, "rule": "使用摘要、FAQ、证据表、更新时间、机器 JSON 和内部链接。" }, { "id": "claim-boundary", "score": 10, "rule": "缺来源、缺数据口径、缺原文引语的地方标“建议补充”，不虚构。" }, { "id": "sponsor-disclosure", "score": 8, "rule": "客户付费内容必须披露赞助/合作/审核边界。" } ], "failConditions": [ "正文包含无法证明的“第一”“最好”“官方指定”“AI 已推荐”等绝对化表述。", "关键品牌主张没有来源且没有标记“建议补充”。", "隐藏赞助属性或诱导用户把付费软文当第三方客观排名。" ] }, "currentState": { "publicLiveCheck": { "passed": 412, "totalEntries": 412, "totalBytes": 5487196 }, "productionContentAssertion": { "status": "production-content-aligned", "checkedAssetCount": 8, "checkedAsset200Count": 8, "checkedAssetsContainingDay0G1Phrase": 8, "allCheckedAssetsHttp200": true, "allCheckedAssetsContainDay0G1Phrase": true, "canMarkGoalComplete": false }, "publicSearchD1": { "totalRows": 25, "notRunRows": 0, "blockedRows": 15, "validNonPositiveRows": 10, "positiveS2Rows": 0, "positiveS3Rows": 0, "invalidRows": 0, "rowsWithScreenshot": 25, "canPromoteSearchDiscoveryS2": false, "canPromoteSearchDiscoveryS3": false, "canClaimAiAdoption": false, "canClaimNaturalRecommendation": false, "canClaimModelCognitionChanged": false, "canClaimPaidPublishingOutcome": false, "currentInterpretation": "D1 rows are fully recorded: 10 valid non-positive rows, 15 blocked rows, 0 S2/S3 positive candidates. Keep search indexing, AI adoption, natural recommendation and paid outcome unproven." }, "day0G1": { "handoffStatus": "day0-g1-handoff-ready-awaiting-authorization", "gateStatus": "awaiting-results-no-ai-evidence", "recorderPackStatus": "recorder-pack-ready-awaiting-real-platform-results", "totalRows": 4, "executedRows": 0, "notTestedRows": 4, "directUrlReadableBoundaryPassRows": 0, "requiredAuthorization": "允许执行四平台 Day0 G1 实测", "canClaimDay0G1Executed": false, "canClaimAiAdoption": false, "canClaimNaturalRecommendation": false }, "aiRecommendationGate": { "status": "verification-gate-open-outcome-not-proven", "nextD3TargetDate": "2026-08-21", "requiredAuthorization": "允许执行四平台 Day0 G1 实测" }, "nextActionControl": { "status": "control-ready-waiting-date-or-explicit-authorization", "recommendedImmediateUserPhrase": "允许执行四平台 Day0 G1 实测", "canExecuteNowWithoutUserInput": [] } }, "decisions": { "firstStagePrimaryQuestionType": "区域 + 类目推荐 / direct-url-summary 双线验证", "keepOwnedSiteRoute": true, "addEcosystemDistributionAsSeparateRoutes": true, "canClaimAiAdoption": false, "canClaimSearchIndexing": false, "canClaimNaturalRecommendation": false, "canClaimModelCognitionChanged": false, "canOpenSelfServiceRechargePublishing": false, "canSellDiagnosticPilotOnly": true, "canMarkGoalComplete": false }, "nextActions": [ { "id": "next-ai-day0-g1", "action": "四平台 Day0 G1 direct-url-summary 实测", "requiredAuthorization": "允许执行四平台 Day0 G1 实测", "evidenceRequired": [ "原始回答", "截图", "查询时间", "是否复述目标 URL 事实", "是否保留事实边界" ] }, { "id": "next-search-d3", "action": "公开搜索 D3 复测", "targetDate": "2026-08-21", "evidenceRequired": [ "搜索结果截图", "排名或未出现记录", "canonical 等价判断" ] }, { "id": "next-content-gate", "action": "所有付费投稿先跑 GEO 改写评分卡", "gate": "低于 80/100 不发布；缺来源必须标建议补充。" } ], "publicUrls": { "json": "https://lucheng-geo.pages.dev/data/ai-platform-current-source-route-update-20260818.json", "md": "https://lucheng-geo.pages.dev/docs/AI_PLATFORM_CURRENT_SOURCE_ROUTE_UPDATE_20260818.md", "html": "https://lucheng-geo.pages.dev/reports/ai-platform-current-source-route-update-20260818.html" } }