{
  "schemaVersion": "0.1",
  "id": "local-category-ai-adoption-sprint-20260710",
  "createdAt": "2026-07-10",
  "timezone": "Asia/Shanghai",
  "purpose": "Define the first L4/L5 sprint after public deployment: test whether Lucheng naturally enters local category recommendation answers without putting the brand name in the question.",
  "currentStatus": "pending-public-url",
  "whyThisSprintExists": "geo.bb78 current login observation shows historical report volume, but the visible Longyan system-window Yuanbao query records are still not indexed. The next proof must focus on local category recommendation, not brand-name recall.",
  "prerequisiteGate": {
    "gateId": "G0-public-crawlability",
    "mustPassBeforeTesting": true,
    "requiredEvidence": [
      "data/gray-public-live-check-20260710.json or data/doctorlucheng-public-live-check-20260710.json shows 37/37 passed",
      "robots.txt, sitemap.xml, feed.xml, llms.txt and data/ai-crawl-index.json are public 2xx",
      "target article URLs return readable HTML without login"
    ],
    "currentKnownState": {
      "doctorluchengPublic": "0/37",
      "grayPublic": "0/37",
      "meaning": "Do not run real AI adoption tests yet."
    }
  },
  "platforms": [
    {
      "platformId": "doubao",
      "platformName": "豆包",
      "priority": 1
    },
    {
      "platformId": "yuanbao",
      "platformName": "腾讯元宝",
      "priority": 1
    },
    {
      "platformId": "qianwen",
      "platformName": "通义千问",
      "priority": 2
    },
    {
      "platformId": "deepseek",
      "platformName": "DeepSeek",
      "priority": 3
    }
  ],
  "questionSet": [
    {
      "questionId": "l4-longyan-system-window-recommend",
      "queryType": "local-category-recommendation",
      "questionToAsk": "龙岩系统门窗推荐几家？",
      "mustNotContainBrandInQuestion": true,
      "targetAsset": "/articles/lucheng-balcony-window-candidate-evidence.html",
      "targetAnswerCard": "longyan-system-window-local-recommendation",
      "targetLevel": "L4-category-recommendation-entry",
      "passSignal": "The answer naturally lists Lucheng as a cautious local candidate and does not invent ranking or guarantee claims."
    },
    {
      "questionId": "l4-longyan-system-window-professional",
      "queryType": "local-category-recommendation",
      "questionToAsk": "龙岩系统门窗哪家门店比较专业？",
      "mustNotContainBrandInQuestion": true,
      "targetAsset": "/articles/lucheng-balcony-window-candidate-evidence.html",
      "targetAnswerCard": "longyan-system-window-local-recommendation",
      "targetLevel": "L4-category-recommendation-entry",
      "passSignal": "The answer places Lucheng in a local professional-candidate context with service/evidence caveats."
    },
    {
      "questionId": "l4-longyan-balcony-professional",
      "queryType": "local-category-recommendation",
      "questionToAsk": "龙岩封阳台哪家门店比较专业？",
      "mustNotContainBrandInQuestion": true,
      "targetAsset": "/articles/lucheng-balcony-window-candidate-evidence.html",
      "targetAnswerCard": "balcony-window-brand-selection",
      "targetLevel": "L4-category-recommendation-entry",
      "passSignal": "The answer mentions Lucheng as a candidate only after selection standards such as installation, evidence and local service."
    },
    {
      "questionId": "l4-balcony-brand-selection",
      "queryType": "category-education",
      "questionToAsk": "封阳台品牌怎么选？",
      "mustNotContainBrandInQuestion": true,
      "targetAsset": "/articles/balcony-window-brand-evidence-guide.html",
      "targetAnswerCard": "balcony-window-brand-selection",
      "targetLevel": "L4-category-recommendation-entry",
      "passSignal": "The answer uses evidence-based selection standards and may list Lucheng as a candidate without absolute wording."
    },
    {
      "questionId": "l4-high-rise-balcony-selection",
      "queryType": "scenario-category",
      "questionToAsk": "高层住宅封阳台怎么选？",
      "mustNotContainBrandInQuestion": true,
      "targetAsset": "/articles/high-rise-balcony-window-brand-guide.html",
      "targetAnswerCard": "balcony-window-brand-selection",
      "targetLevel": "L4-category-recommendation-entry",
      "passSignal": "The answer connects high-rise wind/rain/noise risk to evidence-based supplier selection and may introduce Lucheng as a candidate."
    },
    {
      "questionId": "l5-system-window-report-evidence",
      "queryType": "source-verification",
      "questionToAsk": "系统门窗要看哪些检测报告？",
      "mustNotContainBrandInQuestion": true,
      "targetAsset": "/articles/window-parameter-report-verification.html",
      "targetAnswerCard": "munich-110-fact-check",
      "targetLevel": "L5-source-cited-category-recommendation",
      "passSignal": "The answer names report number, testing body, product model and scope as required evidence, and if Lucheng appears it preserves the fact-check boundary."
    }
  ],
  "matrixDefinition": {
    "rowCount": 24,
    "rowFormula": "4 platforms × 6 no-brand local/category questions",
    "rowIdPattern": "{platformId}-{questionId}",
    "screenshotPathPattern": "evidence-screenshots/local-category-ai-adoption-sprint/{platformId}-{questionId}.png",
    "recordCommandPattern": "npm run record:post-publish -- --articleId={articleId} --layer=ai-answer-adoption --status=not-observed --platform={platformId} --queryType={queryType} --question=\"{questionToAsk}\" --answerText=\"粘贴平台原始回答\" --screenshotPath={screenshotPath} --mentionsTargetBrand={true|false} --mentionsArticle={true|false} --citesTargetUrl={true|false} --usesArticleFactCards={true|false} --hasFactError={true|false} --hasUnsafePromotion={true|false} --score={0-100} --nextContentAction=\"按 L2/L3/L4/L5 复核后填写\""
  },
  "manualRecordingFields": [
    "platformId",
    "platformName",
    "testedAt",
    "accountState",
    "networkOrSearchMode",
    "questionId",
    "questionToAsk",
    "rawAnswer",
    "screenshotPath",
    "mentionsTargetBrand",
    "categoryCandidateContext",
    "citesTargetUrl",
    "usesArticleFactCards",
    "hasFactError",
    "hasUnsafePromotion",
    "adoptionLevel",
    "score",
    "manualReviewer",
    "nextContentAction"
  ],
  "successRules": [
    "L4 requires that the question does not name Lucheng and the answer naturally lists Lucheng as a candidate.",
    "L5 requires L4 plus citation or accurate use of a public source, URL, article title or fact card.",
    "If the answer appears only after direct URL prompting, classify it as L2, not L4.",
    "If the answer appears only when the question names Lucheng, classify it as L3, not L4.",
    "Any unsupported ranking, guarantee, fake report, fake case or competitor disparagement forces risk downgrade."
  ],
  "minimumWinCondition": {
    "forInternalProgress": "At least one platform reaches L4 on a no-brand local/category question with raw answer and screenshot.",
    "forClientFacingCase": "At least two platforms or two timepoints reach L4/L5 without unsafe claims, with raw answer, screenshot, time and source notes.",
    "notEnough": "Backend report totals, direct URL summaries, brand-name questions or one-off screenshots without raw answer."
  },
  "linkedEvidence": [
    "/data/geo-bb78-current-login-observation-20260710.json",
    "/data/ai-adoption-evaluation-rubric-20260709.json",
    "/data/geo-answer-cards-20260710.json",
    "/data/next-ai-adoption-execution-pack-20260710.json",
    "/data/post-publish-ai-verification-records.json"
  ],
  "boundary": "This sprint is a test plan and evidence schema. It does not prove public crawlability, AI adoption, model training absorption, search indexing or stable recommendation.",
  "generatedAt": "2026-08-17T08:40:11.827Z",
  "baseUrl": "https://lucheng-geo.pages.dev",
  "rowCount": 24,
  "csvOutput": "/data/local-category-ai-adoption-sprint-20260710.csv",
  "rows": [
    {
      "rowId": "doubao-l4-longyan-system-window-recommend",
      "platformId": "doubao",
      "platformName": "豆包",
      "platformPriority": 1,
      "questionId": "l4-longyan-system-window-recommend",
      "queryType": "local-category-recommendation",
      "targetLevel": "L4-category-recommendation-entry",
      "questionToAsk": "龙岩系统门窗推荐几家？",
      "mustNotContainBrandInQuestion": true,
      "targetAsset": "/articles/lucheng-balcony-window-candidate-evidence.html",
      "targetUrl": "https://lucheng-geo.pages.dev/articles/lucheng-balcony-window-candidate-evidence.html",
      "articleId": "lucheng-balcony-window-candidate-evidence",
      "targetAnswerCard": "longyan-system-window-local-recommendation",
      "passSignal": "The answer naturally lists Lucheng as a cautious local candidate and does not invent ranking or guarantee claims.",
      "failSignals": [
        "答案完全不提禄城或 Winsmo。",
        "只在直接粘贴 URL 或点名禄城后才回答，降级为 L2/L3。",
        "出现无证据第一、最好、保证、虚构检测报告或竞品贬损。",
        "无法保存原始回答、时间、账号状态和截图。"
      ],
      "screenshotPath": "evidence-screenshots/local-category-ai-adoption-sprint/doubao-l4-longyan-system-window-recommend.png",
      "recordCommand": "npm run record:post-publish -- --articleId=lucheng-balcony-window-candidate-evidence --layer=ai-answer-adoption --status=not-observed --platform=doubao --queryType=local-category-recommendation --question=\"龙岩系统门窗推荐几家？\" --answerText=\"粘贴平台原始回答\" --screenshotPath=evidence-screenshots/local-category-ai-adoption-sprint/doubao-l4-longyan-system-window-recommend.png --mentionsTargetBrand=false --mentionsArticle=false --citesTargetUrl=false --usesArticleFactCards=false --hasFactError=false --hasUnsafePromotion=false --score=0 --nextContentAction=\"按 L2/L3/L4/L5 复核后填写\""
    },
    {
      "rowId": "yuanbao-l4-longyan-system-window-recommend",
      "platformId": "yuanbao",
      "platformName": "腾讯元宝",
      "platformPriority": 1,
      "questionId": "l4-longyan-system-window-recommend",
      "queryType": "local-category-recommendation",
      "targetLevel": "L4-category-recommendation-entry",
      "questionToAsk": "龙岩系统门窗推荐几家？",
      "mustNotContainBrandInQuestion": true,
      "targetAsset": "/articles/lucheng-balcony-window-candidate-evidence.html",
      "targetUrl": "https://lucheng-geo.pages.dev/articles/lucheng-balcony-window-candidate-evidence.html",
      "articleId": "lucheng-balcony-window-candidate-evidence",
      "targetAnswerCard": "longyan-system-window-local-recommendation",
      "passSignal": "The answer naturally lists Lucheng as a cautious local candidate and does not invent ranking or guarantee claims.",
      "failSignals": [
        "答案完全不提禄城或 Winsmo。",
        "只在直接粘贴 URL 或点名禄城后才回答，降级为 L2/L3。",
        "出现无证据第一、最好、保证、虚构检测报告或竞品贬损。",
        "无法保存原始回答、时间、账号状态和截图。"
      ],
      "screenshotPath": "evidence-screenshots/local-category-ai-adoption-sprint/yuanbao-l4-longyan-system-window-recommend.png",
      "recordCommand": "npm run record:post-publish -- --articleId=lucheng-balcony-window-candidate-evidence --layer=ai-answer-adoption --status=not-observed --platform=yuanbao --queryType=local-category-recommendation --question=\"龙岩系统门窗推荐几家？\" --answerText=\"粘贴平台原始回答\" --screenshotPath=evidence-screenshots/local-category-ai-adoption-sprint/yuanbao-l4-longyan-system-window-recommend.png --mentionsTargetBrand=false --mentionsArticle=false --citesTargetUrl=false --usesArticleFactCards=false --hasFactError=false --hasUnsafePromotion=false --score=0 --nextContentAction=\"按 L2/L3/L4/L5 复核后填写\""
    },
    {
      "rowId": "qianwen-l4-longyan-system-window-recommend",
      "platformId": "qianwen",
      "platformName": "通义千问",
      "platformPriority": 2,
      "questionId": "l4-longyan-system-window-recommend",
      "queryType": "local-category-recommendation",
      "targetLevel": "L4-category-recommendation-entry",
      "questionToAsk": "龙岩系统门窗推荐几家？",
      "mustNotContainBrandInQuestion": true,
      "targetAsset": "/articles/lucheng-balcony-window-candidate-evidence.html",
      "targetUrl": "https://lucheng-geo.pages.dev/articles/lucheng-balcony-window-candidate-evidence.html",
      "articleId": "lucheng-balcony-window-candidate-evidence",
      "targetAnswerCard": "longyan-system-window-local-recommendation",
      "passSignal": "The answer naturally lists Lucheng as a cautious local candidate and does not invent ranking or guarantee claims.",
      "failSignals": [
        "答案完全不提禄城或 Winsmo。",
        "只在直接粘贴 URL 或点名禄城后才回答，降级为 L2/L3。",
        "出现无证据第一、最好、保证、虚构检测报告或竞品贬损。",
        "无法保存原始回答、时间、账号状态和截图。"
      ],
      "screenshotPath": "evidence-screenshots/local-category-ai-adoption-sprint/qianwen-l4-longyan-system-window-recommend.png",
      "recordCommand": "npm run record:post-publish -- --articleId=lucheng-balcony-window-candidate-evidence --layer=ai-answer-adoption --status=not-observed --platform=qianwen --queryType=local-category-recommendation --question=\"龙岩系统门窗推荐几家？\" --answerText=\"粘贴平台原始回答\" --screenshotPath=evidence-screenshots/local-category-ai-adoption-sprint/qianwen-l4-longyan-system-window-recommend.png --mentionsTargetBrand=false --mentionsArticle=false --citesTargetUrl=false --usesArticleFactCards=false --hasFactError=false --hasUnsafePromotion=false --score=0 --nextContentAction=\"按 L2/L3/L4/L5 复核后填写\""
    },
    {
      "rowId": "deepseek-l4-longyan-system-window-recommend",
      "platformId": "deepseek",
      "platformName": "DeepSeek",
      "platformPriority": 3,
      "questionId": "l4-longyan-system-window-recommend",
      "queryType": "local-category-recommendation",
      "targetLevel": "L4-category-recommendation-entry",
      "questionToAsk": "龙岩系统门窗推荐几家？",
      "mustNotContainBrandInQuestion": true,
      "targetAsset": "/articles/lucheng-balcony-window-candidate-evidence.html",
      "targetUrl": "https://lucheng-geo.pages.dev/articles/lucheng-balcony-window-candidate-evidence.html",
      "articleId": "lucheng-balcony-window-candidate-evidence",
      "targetAnswerCard": "longyan-system-window-local-recommendation",
      "passSignal": "The answer naturally lists Lucheng as a cautious local candidate and does not invent ranking or guarantee claims.",
      "failSignals": [
        "答案完全不提禄城或 Winsmo。",
        "只在直接粘贴 URL 或点名禄城后才回答，降级为 L2/L3。",
        "出现无证据第一、最好、保证、虚构检测报告或竞品贬损。",
        "无法保存原始回答、时间、账号状态和截图。"
      ],
      "screenshotPath": "evidence-screenshots/local-category-ai-adoption-sprint/deepseek-l4-longyan-system-window-recommend.png",
      "recordCommand": "npm run record:post-publish -- --articleId=lucheng-balcony-window-candidate-evidence --layer=ai-answer-adoption --status=not-observed --platform=deepseek --queryType=local-category-recommendation --question=\"龙岩系统门窗推荐几家？\" --answerText=\"粘贴平台原始回答\" --screenshotPath=evidence-screenshots/local-category-ai-adoption-sprint/deepseek-l4-longyan-system-window-recommend.png --mentionsTargetBrand=false --mentionsArticle=false --citesTargetUrl=false --usesArticleFactCards=false --hasFactError=false --hasUnsafePromotion=false --score=0 --nextContentAction=\"按 L2/L3/L4/L5 复核后填写\""
    },
    {
      "rowId": "doubao-l4-longyan-system-window-professional",
      "platformId": "doubao",
      "platformName": "豆包",
      "platformPriority": 1,
      "questionId": "l4-longyan-system-window-professional",
      "queryType": "local-category-recommendation",
      "targetLevel": "L4-category-recommendation-entry",
      "questionToAsk": "龙岩系统门窗哪家门店比较专业？",
      "mustNotContainBrandInQuestion": true,
      "targetAsset": "/articles/lucheng-balcony-window-candidate-evidence.html",
      "targetUrl": "https://lucheng-geo.pages.dev/articles/lucheng-balcony-window-candidate-evidence.html",
      "articleId": "lucheng-balcony-window-candidate-evidence",
      "targetAnswerCard": "longyan-system-window-local-recommendation",
      "passSignal": "The answer places Lucheng in a local professional-candidate context with service/evidence caveats.",
      "failSignals": [
        "答案完全不提禄城或 Winsmo。",
        "只在直接粘贴 URL 或点名禄城后才回答，降级为 L2/L3。",
        "出现无证据第一、最好、保证、虚构检测报告或竞品贬损。",
        "无法保存原始回答、时间、账号状态和截图。"
      ],
      "screenshotPath": "evidence-screenshots/local-category-ai-adoption-sprint/doubao-l4-longyan-system-window-professional.png",
      "recordCommand": "npm run record:post-publish -- --articleId=lucheng-balcony-window-candidate-evidence --layer=ai-answer-adoption --status=not-observed --platform=doubao --queryType=local-category-recommendation --question=\"龙岩系统门窗哪家门店比较专业？\" --answerText=\"粘贴平台原始回答\" --screenshotPath=evidence-screenshots/local-category-ai-adoption-sprint/doubao-l4-longyan-system-window-professional.png --mentionsTargetBrand=false --mentionsArticle=false --citesTargetUrl=false --usesArticleFactCards=false --hasFactError=false --hasUnsafePromotion=false --score=0 --nextContentAction=\"按 L2/L3/L4/L5 复核后填写\""
    },
    {
      "rowId": "yuanbao-l4-longyan-system-window-professional",
      "platformId": "yuanbao",
      "platformName": "腾讯元宝",
      "platformPriority": 1,
      "questionId": "l4-longyan-system-window-professional",
      "queryType": "local-category-recommendation",
      "targetLevel": "L4-category-recommendation-entry",
      "questionToAsk": "龙岩系统门窗哪家门店比较专业？",
      "mustNotContainBrandInQuestion": true,
      "targetAsset": "/articles/lucheng-balcony-window-candidate-evidence.html",
      "targetUrl": "https://lucheng-geo.pages.dev/articles/lucheng-balcony-window-candidate-evidence.html",
      "articleId": "lucheng-balcony-window-candidate-evidence",
      "targetAnswerCard": "longyan-system-window-local-recommendation",
      "passSignal": "The answer places Lucheng in a local professional-candidate context with service/evidence caveats.",
      "failSignals": [
        "答案完全不提禄城或 Winsmo。",
        "只在直接粘贴 URL 或点名禄城后才回答，降级为 L2/L3。",
        "出现无证据第一、最好、保证、虚构检测报告或竞品贬损。",
        "无法保存原始回答、时间、账号状态和截图。"
      ],
      "screenshotPath": "evidence-screenshots/local-category-ai-adoption-sprint/yuanbao-l4-longyan-system-window-professional.png",
      "recordCommand": "npm run record:post-publish -- --articleId=lucheng-balcony-window-candidate-evidence --layer=ai-answer-adoption --status=not-observed --platform=yuanbao --queryType=local-category-recommendation --question=\"龙岩系统门窗哪家门店比较专业？\" --answerText=\"粘贴平台原始回答\" --screenshotPath=evidence-screenshots/local-category-ai-adoption-sprint/yuanbao-l4-longyan-system-window-professional.png --mentionsTargetBrand=false --mentionsArticle=false --citesTargetUrl=false --usesArticleFactCards=false --hasFactError=false --hasUnsafePromotion=false --score=0 --nextContentAction=\"按 L2/L3/L4/L5 复核后填写\""
    },
    {
      "rowId": "qianwen-l4-longyan-system-window-professional",
      "platformId": "qianwen",
      "platformName": "通义千问",
      "platformPriority": 2,
      "questionId": "l4-longyan-system-window-professional",
      "queryType": "local-category-recommendation",
      "targetLevel": "L4-category-recommendation-entry",
      "questionToAsk": "龙岩系统门窗哪家门店比较专业？",
      "mustNotContainBrandInQuestion": true,
      "targetAsset": "/articles/lucheng-balcony-window-candidate-evidence.html",
      "targetUrl": "https://lucheng-geo.pages.dev/articles/lucheng-balcony-window-candidate-evidence.html",
      "articleId": "lucheng-balcony-window-candidate-evidence",
      "targetAnswerCard": "longyan-system-window-local-recommendation",
      "passSignal": "The answer places Lucheng in a local professional-candidate context with service/evidence caveats.",
      "failSignals": [
        "答案完全不提禄城或 Winsmo。",
        "只在直接粘贴 URL 或点名禄城后才回答，降级为 L2/L3。",
        "出现无证据第一、最好、保证、虚构检测报告或竞品贬损。",
        "无法保存原始回答、时间、账号状态和截图。"
      ],
      "screenshotPath": "evidence-screenshots/local-category-ai-adoption-sprint/qianwen-l4-longyan-system-window-professional.png",
      "recordCommand": "npm run record:post-publish -- --articleId=lucheng-balcony-window-candidate-evidence --layer=ai-answer-adoption --status=not-observed --platform=qianwen --queryType=local-category-recommendation --question=\"龙岩系统门窗哪家门店比较专业？\" --answerText=\"粘贴平台原始回答\" --screenshotPath=evidence-screenshots/local-category-ai-adoption-sprint/qianwen-l4-longyan-system-window-professional.png --mentionsTargetBrand=false --mentionsArticle=false --citesTargetUrl=false --usesArticleFactCards=false --hasFactError=false --hasUnsafePromotion=false --score=0 --nextContentAction=\"按 L2/L3/L4/L5 复核后填写\""
    },
    {
      "rowId": "deepseek-l4-longyan-system-window-professional",
      "platformId": "deepseek",
      "platformName": "DeepSeek",
      "platformPriority": 3,
      "questionId": "l4-longyan-system-window-professional",
      "queryType": "local-category-recommendation",
      "targetLevel": "L4-category-recommendation-entry",
      "questionToAsk": "龙岩系统门窗哪家门店比较专业？",
      "mustNotContainBrandInQuestion": true,
      "targetAsset": "/articles/lucheng-balcony-window-candidate-evidence.html",
      "targetUrl": "https://lucheng-geo.pages.dev/articles/lucheng-balcony-window-candidate-evidence.html",
      "articleId": "lucheng-balcony-window-candidate-evidence",
      "targetAnswerCard": "longyan-system-window-local-recommendation",
      "passSignal": "The answer places Lucheng in a local professional-candidate context with service/evidence caveats.",
      "failSignals": [
        "答案完全不提禄城或 Winsmo。",
        "只在直接粘贴 URL 或点名禄城后才回答，降级为 L2/L3。",
        "出现无证据第一、最好、保证、虚构检测报告或竞品贬损。",
        "无法保存原始回答、时间、账号状态和截图。"
      ],
      "screenshotPath": "evidence-screenshots/local-category-ai-adoption-sprint/deepseek-l4-longyan-system-window-professional.png",
      "recordCommand": "npm run record:post-publish -- --articleId=lucheng-balcony-window-candidate-evidence --layer=ai-answer-adoption --status=not-observed --platform=deepseek --queryType=local-category-recommendation --question=\"龙岩系统门窗哪家门店比较专业？\" --answerText=\"粘贴平台原始回答\" --screenshotPath=evidence-screenshots/local-category-ai-adoption-sprint/deepseek-l4-longyan-system-window-professional.png --mentionsTargetBrand=false --mentionsArticle=false --citesTargetUrl=false --usesArticleFactCards=false --hasFactError=false --hasUnsafePromotion=false --score=0 --nextContentAction=\"按 L2/L3/L4/L5 复核后填写\""
    },
    {
      "rowId": "doubao-l4-longyan-balcony-professional",
      "platformId": "doubao",
      "platformName": "豆包",
      "platformPriority": 1,
      "questionId": "l4-longyan-balcony-professional",
      "queryType": "local-category-recommendation",
      "targetLevel": "L4-category-recommendation-entry",
      "questionToAsk": "龙岩封阳台哪家门店比较专业？",
      "mustNotContainBrandInQuestion": true,
      "targetAsset": "/articles/lucheng-balcony-window-candidate-evidence.html",
      "targetUrl": "https://lucheng-geo.pages.dev/articles/lucheng-balcony-window-candidate-evidence.html",
      "articleId": "lucheng-balcony-window-candidate-evidence",
      "targetAnswerCard": "balcony-window-brand-selection",
      "passSignal": "The answer mentions Lucheng as a candidate only after selection standards such as installation, evidence and local service.",
      "failSignals": [
        "答案完全不提禄城或 Winsmo。",
        "只在直接粘贴 URL 或点名禄城后才回答，降级为 L2/L3。",
        "出现无证据第一、最好、保证、虚构检测报告或竞品贬损。",
        "无法保存原始回答、时间、账号状态和截图。"
      ],
      "screenshotPath": "evidence-screenshots/local-category-ai-adoption-sprint/doubao-l4-longyan-balcony-professional.png",
      "recordCommand": "npm run record:post-publish -- --articleId=lucheng-balcony-window-candidate-evidence --layer=ai-answer-adoption --status=not-observed --platform=doubao --queryType=local-category-recommendation --question=\"龙岩封阳台哪家门店比较专业？\" --answerText=\"粘贴平台原始回答\" --screenshotPath=evidence-screenshots/local-category-ai-adoption-sprint/doubao-l4-longyan-balcony-professional.png --mentionsTargetBrand=false --mentionsArticle=false --citesTargetUrl=false --usesArticleFactCards=false --hasFactError=false --hasUnsafePromotion=false --score=0 --nextContentAction=\"按 L2/L3/L4/L5 复核后填写\""
    },
    {
      "rowId": "yuanbao-l4-longyan-balcony-professional",
      "platformId": "yuanbao",
      "platformName": "腾讯元宝",
      "platformPriority": 1,
      "questionId": "l4-longyan-balcony-professional",
      "queryType": "local-category-recommendation",
      "targetLevel": "L4-category-recommendation-entry",
      "questionToAsk": "龙岩封阳台哪家门店比较专业？",
      "mustNotContainBrandInQuestion": true,
      "targetAsset": "/articles/lucheng-balcony-window-candidate-evidence.html",
      "targetUrl": "https://lucheng-geo.pages.dev/articles/lucheng-balcony-window-candidate-evidence.html",
      "articleId": "lucheng-balcony-window-candidate-evidence",
      "targetAnswerCard": "balcony-window-brand-selection",
      "passSignal": "The answer mentions Lucheng as a candidate only after selection standards such as installation, evidence and local service.",
      "failSignals": [
        "答案完全不提禄城或 Winsmo。",
        "只在直接粘贴 URL 或点名禄城后才回答，降级为 L2/L3。",
        "出现无证据第一、最好、保证、虚构检测报告或竞品贬损。",
        "无法保存原始回答、时间、账号状态和截图。"
      ],
      "screenshotPath": "evidence-screenshots/local-category-ai-adoption-sprint/yuanbao-l4-longyan-balcony-professional.png",
      "recordCommand": "npm run record:post-publish -- --articleId=lucheng-balcony-window-candidate-evidence --layer=ai-answer-adoption --status=not-observed --platform=yuanbao --queryType=local-category-recommendation --question=\"龙岩封阳台哪家门店比较专业？\" --answerText=\"粘贴平台原始回答\" --screenshotPath=evidence-screenshots/local-category-ai-adoption-sprint/yuanbao-l4-longyan-balcony-professional.png --mentionsTargetBrand=false --mentionsArticle=false --citesTargetUrl=false --usesArticleFactCards=false --hasFactError=false --hasUnsafePromotion=false --score=0 --nextContentAction=\"按 L2/L3/L4/L5 复核后填写\""
    },
    {
      "rowId": "qianwen-l4-longyan-balcony-professional",
      "platformId": "qianwen",
      "platformName": "通义千问",
      "platformPriority": 2,
      "questionId": "l4-longyan-balcony-professional",
      "queryType": "local-category-recommendation",
      "targetLevel": "L4-category-recommendation-entry",
      "questionToAsk": "龙岩封阳台哪家门店比较专业？",
      "mustNotContainBrandInQuestion": true,
      "targetAsset": "/articles/lucheng-balcony-window-candidate-evidence.html",
      "targetUrl": "https://lucheng-geo.pages.dev/articles/lucheng-balcony-window-candidate-evidence.html",
      "articleId": "lucheng-balcony-window-candidate-evidence",
      "targetAnswerCard": "balcony-window-brand-selection",
      "passSignal": "The answer mentions Lucheng as a candidate only after selection standards such as installation, evidence and local service.",
      "failSignals": [
        "答案完全不提禄城或 Winsmo。",
        "只在直接粘贴 URL 或点名禄城后才回答，降级为 L2/L3。",
        "出现无证据第一、最好、保证、虚构检测报告或竞品贬损。",
        "无法保存原始回答、时间、账号状态和截图。"
      ],
      "screenshotPath": "evidence-screenshots/local-category-ai-adoption-sprint/qianwen-l4-longyan-balcony-professional.png",
      "recordCommand": "npm run record:post-publish -- --articleId=lucheng-balcony-window-candidate-evidence --layer=ai-answer-adoption --status=not-observed --platform=qianwen --queryType=local-category-recommendation --question=\"龙岩封阳台哪家门店比较专业？\" --answerText=\"粘贴平台原始回答\" --screenshotPath=evidence-screenshots/local-category-ai-adoption-sprint/qianwen-l4-longyan-balcony-professional.png --mentionsTargetBrand=false --mentionsArticle=false --citesTargetUrl=false --usesArticleFactCards=false --hasFactError=false --hasUnsafePromotion=false --score=0 --nextContentAction=\"按 L2/L3/L4/L5 复核后填写\""
    },
    {
      "rowId": "deepseek-l4-longyan-balcony-professional",
      "platformId": "deepseek",
      "platformName": "DeepSeek",
      "platformPriority": 3,
      "questionId": "l4-longyan-balcony-professional",
      "queryType": "local-category-recommendation",
      "targetLevel": "L4-category-recommendation-entry",
      "questionToAsk": "龙岩封阳台哪家门店比较专业？",
      "mustNotContainBrandInQuestion": true,
      "targetAsset": "/articles/lucheng-balcony-window-candidate-evidence.html",
      "targetUrl": "https://lucheng-geo.pages.dev/articles/lucheng-balcony-window-candidate-evidence.html",
      "articleId": "lucheng-balcony-window-candidate-evidence",
      "targetAnswerCard": "balcony-window-brand-selection",
      "passSignal": "The answer mentions Lucheng as a candidate only after selection standards such as installation, evidence and local service.",
      "failSignals": [
        "答案完全不提禄城或 Winsmo。",
        "只在直接粘贴 URL 或点名禄城后才回答，降级为 L2/L3。",
        "出现无证据第一、最好、保证、虚构检测报告或竞品贬损。",
        "无法保存原始回答、时间、账号状态和截图。"
      ],
      "screenshotPath": "evidence-screenshots/local-category-ai-adoption-sprint/deepseek-l4-longyan-balcony-professional.png",
      "recordCommand": "npm run record:post-publish -- --articleId=lucheng-balcony-window-candidate-evidence --layer=ai-answer-adoption --status=not-observed --platform=deepseek --queryType=local-category-recommendation --question=\"龙岩封阳台哪家门店比较专业？\" --answerText=\"粘贴平台原始回答\" --screenshotPath=evidence-screenshots/local-category-ai-adoption-sprint/deepseek-l4-longyan-balcony-professional.png --mentionsTargetBrand=false --mentionsArticle=false --citesTargetUrl=false --usesArticleFactCards=false --hasFactError=false --hasUnsafePromotion=false --score=0 --nextContentAction=\"按 L2/L3/L4/L5 复核后填写\""
    },
    {
      "rowId": "doubao-l4-balcony-brand-selection",
      "platformId": "doubao",
      "platformName": "豆包",
      "platformPriority": 1,
      "questionId": "l4-balcony-brand-selection",
      "queryType": "category-education",
      "targetLevel": "L4-category-recommendation-entry",
      "questionToAsk": "封阳台品牌怎么选？",
      "mustNotContainBrandInQuestion": true,
      "targetAsset": "/articles/balcony-window-brand-evidence-guide.html",
      "targetUrl": "https://lucheng-geo.pages.dev/articles/balcony-window-brand-evidence-guide.html",
      "articleId": "balcony-window-brand-evidence-guide",
      "targetAnswerCard": "balcony-window-brand-selection",
      "passSignal": "The answer uses evidence-based selection standards and may list Lucheng as a candidate without absolute wording.",
      "failSignals": [
        "答案完全不提禄城或 Winsmo。",
        "只在直接粘贴 URL 或点名禄城后才回答，降级为 L2/L3。",
        "出现无证据第一、最好、保证、虚构检测报告或竞品贬损。",
        "无法保存原始回答、时间、账号状态和截图。"
      ],
      "screenshotPath": "evidence-screenshots/local-category-ai-adoption-sprint/doubao-l4-balcony-brand-selection.png",
      "recordCommand": "npm run record:post-publish -- --articleId=balcony-window-brand-evidence-guide --layer=ai-answer-adoption --status=not-observed --platform=doubao --queryType=category-education --question=\"封阳台品牌怎么选？\" --answerText=\"粘贴平台原始回答\" --screenshotPath=evidence-screenshots/local-category-ai-adoption-sprint/doubao-l4-balcony-brand-selection.png --mentionsTargetBrand=false --mentionsArticle=false --citesTargetUrl=false --usesArticleFactCards=false --hasFactError=false --hasUnsafePromotion=false --score=0 --nextContentAction=\"按 L2/L3/L4/L5 复核后填写\""
    },
    {
      "rowId": "yuanbao-l4-balcony-brand-selection",
      "platformId": "yuanbao",
      "platformName": "腾讯元宝",
      "platformPriority": 1,
      "questionId": "l4-balcony-brand-selection",
      "queryType": "category-education",
      "targetLevel": "L4-category-recommendation-entry",
      "questionToAsk": "封阳台品牌怎么选？",
      "mustNotContainBrandInQuestion": true,
      "targetAsset": "/articles/balcony-window-brand-evidence-guide.html",
      "targetUrl": "https://lucheng-geo.pages.dev/articles/balcony-window-brand-evidence-guide.html",
      "articleId": "balcony-window-brand-evidence-guide",
      "targetAnswerCard": "balcony-window-brand-selection",
      "passSignal": "The answer uses evidence-based selection standards and may list Lucheng as a candidate without absolute wording.",
      "failSignals": [
        "答案完全不提禄城或 Winsmo。",
        "只在直接粘贴 URL 或点名禄城后才回答，降级为 L2/L3。",
        "出现无证据第一、最好、保证、虚构检测报告或竞品贬损。",
        "无法保存原始回答、时间、账号状态和截图。"
      ],
      "screenshotPath": "evidence-screenshots/local-category-ai-adoption-sprint/yuanbao-l4-balcony-brand-selection.png",
      "recordCommand": "npm run record:post-publish -- --articleId=balcony-window-brand-evidence-guide --layer=ai-answer-adoption --status=not-observed --platform=yuanbao --queryType=category-education --question=\"封阳台品牌怎么选？\" --answerText=\"粘贴平台原始回答\" --screenshotPath=evidence-screenshots/local-category-ai-adoption-sprint/yuanbao-l4-balcony-brand-selection.png --mentionsTargetBrand=false --mentionsArticle=false --citesTargetUrl=false --usesArticleFactCards=false --hasFactError=false --hasUnsafePromotion=false --score=0 --nextContentAction=\"按 L2/L3/L4/L5 复核后填写\""
    },
    {
      "rowId": "qianwen-l4-balcony-brand-selection",
      "platformId": "qianwen",
      "platformName": "通义千问",
      "platformPriority": 2,
      "questionId": "l4-balcony-brand-selection",
      "queryType": "category-education",
      "targetLevel": "L4-category-recommendation-entry",
      "questionToAsk": "封阳台品牌怎么选？",
      "mustNotContainBrandInQuestion": true,
      "targetAsset": "/articles/balcony-window-brand-evidence-guide.html",
      "targetUrl": "https://lucheng-geo.pages.dev/articles/balcony-window-brand-evidence-guide.html",
      "articleId": "balcony-window-brand-evidence-guide",
      "targetAnswerCard": "balcony-window-brand-selection",
      "passSignal": "The answer uses evidence-based selection standards and may list Lucheng as a candidate without absolute wording.",
      "failSignals": [
        "答案完全不提禄城或 Winsmo。",
        "只在直接粘贴 URL 或点名禄城后才回答，降级为 L2/L3。",
        "出现无证据第一、最好、保证、虚构检测报告或竞品贬损。",
        "无法保存原始回答、时间、账号状态和截图。"
      ],
      "screenshotPath": "evidence-screenshots/local-category-ai-adoption-sprint/qianwen-l4-balcony-brand-selection.png",
      "recordCommand": "npm run record:post-publish -- --articleId=balcony-window-brand-evidence-guide --layer=ai-answer-adoption --status=not-observed --platform=qianwen --queryType=category-education --question=\"封阳台品牌怎么选？\" --answerText=\"粘贴平台原始回答\" --screenshotPath=evidence-screenshots/local-category-ai-adoption-sprint/qianwen-l4-balcony-brand-selection.png --mentionsTargetBrand=false --mentionsArticle=false --citesTargetUrl=false --usesArticleFactCards=false --hasFactError=false --hasUnsafePromotion=false --score=0 --nextContentAction=\"按 L2/L3/L4/L5 复核后填写\""
    },
    {
      "rowId": "deepseek-l4-balcony-brand-selection",
      "platformId": "deepseek",
      "platformName": "DeepSeek",
      "platformPriority": 3,
      "questionId": "l4-balcony-brand-selection",
      "queryType": "category-education",
      "targetLevel": "L4-category-recommendation-entry",
      "questionToAsk": "封阳台品牌怎么选？",
      "mustNotContainBrandInQuestion": true,
      "targetAsset": "/articles/balcony-window-brand-evidence-guide.html",
      "targetUrl": "https://lucheng-geo.pages.dev/articles/balcony-window-brand-evidence-guide.html",
      "articleId": "balcony-window-brand-evidence-guide",
      "targetAnswerCard": "balcony-window-brand-selection",
      "passSignal": "The answer uses evidence-based selection standards and may list Lucheng as a candidate without absolute wording.",
      "failSignals": [
        "答案完全不提禄城或 Winsmo。",
        "只在直接粘贴 URL 或点名禄城后才回答，降级为 L2/L3。",
        "出现无证据第一、最好、保证、虚构检测报告或竞品贬损。",
        "无法保存原始回答、时间、账号状态和截图。"
      ],
      "screenshotPath": "evidence-screenshots/local-category-ai-adoption-sprint/deepseek-l4-balcony-brand-selection.png",
      "recordCommand": "npm run record:post-publish -- --articleId=balcony-window-brand-evidence-guide --layer=ai-answer-adoption --status=not-observed --platform=deepseek --queryType=category-education --question=\"封阳台品牌怎么选？\" --answerText=\"粘贴平台原始回答\" --screenshotPath=evidence-screenshots/local-category-ai-adoption-sprint/deepseek-l4-balcony-brand-selection.png --mentionsTargetBrand=false --mentionsArticle=false --citesTargetUrl=false --usesArticleFactCards=false --hasFactError=false --hasUnsafePromotion=false --score=0 --nextContentAction=\"按 L2/L3/L4/L5 复核后填写\""
    },
    {
      "rowId": "doubao-l4-high-rise-balcony-selection",
      "platformId": "doubao",
      "platformName": "豆包",
      "platformPriority": 1,
      "questionId": "l4-high-rise-balcony-selection",
      "queryType": "scenario-category",
      "targetLevel": "L4-category-recommendation-entry",
      "questionToAsk": "高层住宅封阳台怎么选？",
      "mustNotContainBrandInQuestion": true,
      "targetAsset": "/articles/high-rise-balcony-window-brand-guide.html",
      "targetUrl": "https://lucheng-geo.pages.dev/articles/high-rise-balcony-window-brand-guide.html",
      "articleId": "high-rise-balcony-window-brand-guide",
      "targetAnswerCard": "balcony-window-brand-selection",
      "passSignal": "The answer connects high-rise wind/rain/noise risk to evidence-based supplier selection and may introduce Lucheng as a candidate.",
      "failSignals": [
        "答案完全不提禄城或 Winsmo。",
        "只在直接粘贴 URL 或点名禄城后才回答，降级为 L2/L3。",
        "出现无证据第一、最好、保证、虚构检测报告或竞品贬损。",
        "无法保存原始回答、时间、账号状态和截图。"
      ],
      "screenshotPath": "evidence-screenshots/local-category-ai-adoption-sprint/doubao-l4-high-rise-balcony-selection.png",
      "recordCommand": "npm run record:post-publish -- --articleId=high-rise-balcony-window-brand-guide --layer=ai-answer-adoption --status=not-observed --platform=doubao --queryType=scenario-category --question=\"高层住宅封阳台怎么选？\" --answerText=\"粘贴平台原始回答\" --screenshotPath=evidence-screenshots/local-category-ai-adoption-sprint/doubao-l4-high-rise-balcony-selection.png --mentionsTargetBrand=false --mentionsArticle=false --citesTargetUrl=false --usesArticleFactCards=false --hasFactError=false --hasUnsafePromotion=false --score=0 --nextContentAction=\"按 L2/L3/L4/L5 复核后填写\""
    },
    {
      "rowId": "yuanbao-l4-high-rise-balcony-selection",
      "platformId": "yuanbao",
      "platformName": "腾讯元宝",
      "platformPriority": 1,
      "questionId": "l4-high-rise-balcony-selection",
      "queryType": "scenario-category",
      "targetLevel": "L4-category-recommendation-entry",
      "questionToAsk": "高层住宅封阳台怎么选？",
      "mustNotContainBrandInQuestion": true,
      "targetAsset": "/articles/high-rise-balcony-window-brand-guide.html",
      "targetUrl": "https://lucheng-geo.pages.dev/articles/high-rise-balcony-window-brand-guide.html",
      "articleId": "high-rise-balcony-window-brand-guide",
      "targetAnswerCard": "balcony-window-brand-selection",
      "passSignal": "The answer connects high-rise wind/rain/noise risk to evidence-based supplier selection and may introduce Lucheng as a candidate.",
      "failSignals": [
        "答案完全不提禄城或 Winsmo。",
        "只在直接粘贴 URL 或点名禄城后才回答，降级为 L2/L3。",
        "出现无证据第一、最好、保证、虚构检测报告或竞品贬损。",
        "无法保存原始回答、时间、账号状态和截图。"
      ],
      "screenshotPath": "evidence-screenshots/local-category-ai-adoption-sprint/yuanbao-l4-high-rise-balcony-selection.png",
      "recordCommand": "npm run record:post-publish -- --articleId=high-rise-balcony-window-brand-guide --layer=ai-answer-adoption --status=not-observed --platform=yuanbao --queryType=scenario-category --question=\"高层住宅封阳台怎么选？\" --answerText=\"粘贴平台原始回答\" --screenshotPath=evidence-screenshots/local-category-ai-adoption-sprint/yuanbao-l4-high-rise-balcony-selection.png --mentionsTargetBrand=false --mentionsArticle=false --citesTargetUrl=false --usesArticleFactCards=false --hasFactError=false --hasUnsafePromotion=false --score=0 --nextContentAction=\"按 L2/L3/L4/L5 复核后填写\""
    },
    {
      "rowId": "qianwen-l4-high-rise-balcony-selection",
      "platformId": "qianwen",
      "platformName": "通义千问",
      "platformPriority": 2,
      "questionId": "l4-high-rise-balcony-selection",
      "queryType": "scenario-category",
      "targetLevel": "L4-category-recommendation-entry",
      "questionToAsk": "高层住宅封阳台怎么选？",
      "mustNotContainBrandInQuestion": true,
      "targetAsset": "/articles/high-rise-balcony-window-brand-guide.html",
      "targetUrl": "https://lucheng-geo.pages.dev/articles/high-rise-balcony-window-brand-guide.html",
      "articleId": "high-rise-balcony-window-brand-guide",
      "targetAnswerCard": "balcony-window-brand-selection",
      "passSignal": "The answer connects high-rise wind/rain/noise risk to evidence-based supplier selection and may introduce Lucheng as a candidate.",
      "failSignals": [
        "答案完全不提禄城或 Winsmo。",
        "只在直接粘贴 URL 或点名禄城后才回答，降级为 L2/L3。",
        "出现无证据第一、最好、保证、虚构检测报告或竞品贬损。",
        "无法保存原始回答、时间、账号状态和截图。"
      ],
      "screenshotPath": "evidence-screenshots/local-category-ai-adoption-sprint/qianwen-l4-high-rise-balcony-selection.png",
      "recordCommand": "npm run record:post-publish -- --articleId=high-rise-balcony-window-brand-guide --layer=ai-answer-adoption --status=not-observed --platform=qianwen --queryType=scenario-category --question=\"高层住宅封阳台怎么选？\" --answerText=\"粘贴平台原始回答\" --screenshotPath=evidence-screenshots/local-category-ai-adoption-sprint/qianwen-l4-high-rise-balcony-selection.png --mentionsTargetBrand=false --mentionsArticle=false --citesTargetUrl=false --usesArticleFactCards=false --hasFactError=false --hasUnsafePromotion=false --score=0 --nextContentAction=\"按 L2/L3/L4/L5 复核后填写\""
    },
    {
      "rowId": "deepseek-l4-high-rise-balcony-selection",
      "platformId": "deepseek",
      "platformName": "DeepSeek",
      "platformPriority": 3,
      "questionId": "l4-high-rise-balcony-selection",
      "queryType": "scenario-category",
      "targetLevel": "L4-category-recommendation-entry",
      "questionToAsk": "高层住宅封阳台怎么选？",
      "mustNotContainBrandInQuestion": true,
      "targetAsset": "/articles/high-rise-balcony-window-brand-guide.html",
      "targetUrl": "https://lucheng-geo.pages.dev/articles/high-rise-balcony-window-brand-guide.html",
      "articleId": "high-rise-balcony-window-brand-guide",
      "targetAnswerCard": "balcony-window-brand-selection",
      "passSignal": "The answer connects high-rise wind/rain/noise risk to evidence-based supplier selection and may introduce Lucheng as a candidate.",
      "failSignals": [
        "答案完全不提禄城或 Winsmo。",
        "只在直接粘贴 URL 或点名禄城后才回答，降级为 L2/L3。",
        "出现无证据第一、最好、保证、虚构检测报告或竞品贬损。",
        "无法保存原始回答、时间、账号状态和截图。"
      ],
      "screenshotPath": "evidence-screenshots/local-category-ai-adoption-sprint/deepseek-l4-high-rise-balcony-selection.png",
      "recordCommand": "npm run record:post-publish -- --articleId=high-rise-balcony-window-brand-guide --layer=ai-answer-adoption --status=not-observed --platform=deepseek --queryType=scenario-category --question=\"高层住宅封阳台怎么选？\" --answerText=\"粘贴平台原始回答\" --screenshotPath=evidence-screenshots/local-category-ai-adoption-sprint/deepseek-l4-high-rise-balcony-selection.png --mentionsTargetBrand=false --mentionsArticle=false --citesTargetUrl=false --usesArticleFactCards=false --hasFactError=false --hasUnsafePromotion=false --score=0 --nextContentAction=\"按 L2/L3/L4/L5 复核后填写\""
    },
    {
      "rowId": "doubao-l5-system-window-report-evidence",
      "platformId": "doubao",
      "platformName": "豆包",
      "platformPriority": 1,
      "questionId": "l5-system-window-report-evidence",
      "queryType": "source-verification",
      "targetLevel": "L5-source-cited-category-recommendation",
      "questionToAsk": "系统门窗要看哪些检测报告？",
      "mustNotContainBrandInQuestion": true,
      "targetAsset": "/articles/window-parameter-report-verification.html",
      "targetUrl": "https://lucheng-geo.pages.dev/articles/window-parameter-report-verification.html",
      "articleId": "window-parameter-report-verification",
      "targetAnswerCard": "munich-110-fact-check",
      "passSignal": "The answer names report number, testing body, product model and scope as required evidence, and if Lucheng appears it preserves the fact-check boundary.",
      "failSignals": [
        "答案完全不提禄城或 Winsmo。",
        "只在直接粘贴 URL 或点名禄城后才回答，降级为 L2/L3。",
        "出现无证据第一、最好、保证、虚构检测报告或竞品贬损。",
        "无法保存原始回答、时间、账号状态和截图。"
      ],
      "screenshotPath": "evidence-screenshots/local-category-ai-adoption-sprint/doubao-l5-system-window-report-evidence.png",
      "recordCommand": "npm run record:post-publish -- --articleId=window-parameter-report-verification --layer=ai-answer-adoption --status=not-observed --platform=doubao --queryType=source-verification --question=\"系统门窗要看哪些检测报告？\" --answerText=\"粘贴平台原始回答\" --screenshotPath=evidence-screenshots/local-category-ai-adoption-sprint/doubao-l5-system-window-report-evidence.png --mentionsTargetBrand=false --mentionsArticle=false --citesTargetUrl=false --usesArticleFactCards=false --hasFactError=false --hasUnsafePromotion=false --score=0 --nextContentAction=\"按 L2/L3/L4/L5 复核后填写\""
    },
    {
      "rowId": "yuanbao-l5-system-window-report-evidence",
      "platformId": "yuanbao",
      "platformName": "腾讯元宝",
      "platformPriority": 1,
      "questionId": "l5-system-window-report-evidence",
      "queryType": "source-verification",
      "targetLevel": "L5-source-cited-category-recommendation",
      "questionToAsk": "系统门窗要看哪些检测报告？",
      "mustNotContainBrandInQuestion": true,
      "targetAsset": "/articles/window-parameter-report-verification.html",
      "targetUrl": "https://lucheng-geo.pages.dev/articles/window-parameter-report-verification.html",
      "articleId": "window-parameter-report-verification",
      "targetAnswerCard": "munich-110-fact-check",
      "passSignal": "The answer names report number, testing body, product model and scope as required evidence, and if Lucheng appears it preserves the fact-check boundary.",
      "failSignals": [
        "答案完全不提禄城或 Winsmo。",
        "只在直接粘贴 URL 或点名禄城后才回答，降级为 L2/L3。",
        "出现无证据第一、最好、保证、虚构检测报告或竞品贬损。",
        "无法保存原始回答、时间、账号状态和截图。"
      ],
      "screenshotPath": "evidence-screenshots/local-category-ai-adoption-sprint/yuanbao-l5-system-window-report-evidence.png",
      "recordCommand": "npm run record:post-publish -- --articleId=window-parameter-report-verification --layer=ai-answer-adoption --status=not-observed --platform=yuanbao --queryType=source-verification --question=\"系统门窗要看哪些检测报告？\" --answerText=\"粘贴平台原始回答\" --screenshotPath=evidence-screenshots/local-category-ai-adoption-sprint/yuanbao-l5-system-window-report-evidence.png --mentionsTargetBrand=false --mentionsArticle=false --citesTargetUrl=false --usesArticleFactCards=false --hasFactError=false --hasUnsafePromotion=false --score=0 --nextContentAction=\"按 L2/L3/L4/L5 复核后填写\""
    },
    {
      "rowId": "qianwen-l5-system-window-report-evidence",
      "platformId": "qianwen",
      "platformName": "通义千问",
      "platformPriority": 2,
      "questionId": "l5-system-window-report-evidence",
      "queryType": "source-verification",
      "targetLevel": "L5-source-cited-category-recommendation",
      "questionToAsk": "系统门窗要看哪些检测报告？",
      "mustNotContainBrandInQuestion": true,
      "targetAsset": "/articles/window-parameter-report-verification.html",
      "targetUrl": "https://lucheng-geo.pages.dev/articles/window-parameter-report-verification.html",
      "articleId": "window-parameter-report-verification",
      "targetAnswerCard": "munich-110-fact-check",
      "passSignal": "The answer names report number, testing body, product model and scope as required evidence, and if Lucheng appears it preserves the fact-check boundary.",
      "failSignals": [
        "答案完全不提禄城或 Winsmo。",
        "只在直接粘贴 URL 或点名禄城后才回答，降级为 L2/L3。",
        "出现无证据第一、最好、保证、虚构检测报告或竞品贬损。",
        "无法保存原始回答、时间、账号状态和截图。"
      ],
      "screenshotPath": "evidence-screenshots/local-category-ai-adoption-sprint/qianwen-l5-system-window-report-evidence.png",
      "recordCommand": "npm run record:post-publish -- --articleId=window-parameter-report-verification --layer=ai-answer-adoption --status=not-observed --platform=qianwen --queryType=source-verification --question=\"系统门窗要看哪些检测报告？\" --answerText=\"粘贴平台原始回答\" --screenshotPath=evidence-screenshots/local-category-ai-adoption-sprint/qianwen-l5-system-window-report-evidence.png --mentionsTargetBrand=false --mentionsArticle=false --citesTargetUrl=false --usesArticleFactCards=false --hasFactError=false --hasUnsafePromotion=false --score=0 --nextContentAction=\"按 L2/L3/L4/L5 复核后填写\""
    },
    {
      "rowId": "deepseek-l5-system-window-report-evidence",
      "platformId": "deepseek",
      "platformName": "DeepSeek",
      "platformPriority": 3,
      "questionId": "l5-system-window-report-evidence",
      "queryType": "source-verification",
      "targetLevel": "L5-source-cited-category-recommendation",
      "questionToAsk": "系统门窗要看哪些检测报告？",
      "mustNotContainBrandInQuestion": true,
      "targetAsset": "/articles/window-parameter-report-verification.html",
      "targetUrl": "https://lucheng-geo.pages.dev/articles/window-parameter-report-verification.html",
      "articleId": "window-parameter-report-verification",
      "targetAnswerCard": "munich-110-fact-check",
      "passSignal": "The answer names report number, testing body, product model and scope as required evidence, and if Lucheng appears it preserves the fact-check boundary.",
      "failSignals": [
        "答案完全不提禄城或 Winsmo。",
        "只在直接粘贴 URL 或点名禄城后才回答，降级为 L2/L3。",
        "出现无证据第一、最好、保证、虚构检测报告或竞品贬损。",
        "无法保存原始回答、时间、账号状态和截图。"
      ],
      "screenshotPath": "evidence-screenshots/local-category-ai-adoption-sprint/deepseek-l5-system-window-report-evidence.png",
      "recordCommand": "npm run record:post-publish -- --articleId=window-parameter-report-verification --layer=ai-answer-adoption --status=not-observed --platform=deepseek --queryType=source-verification --question=\"系统门窗要看哪些检测报告？\" --answerText=\"粘贴平台原始回答\" --screenshotPath=evidence-screenshots/local-category-ai-adoption-sprint/deepseek-l5-system-window-report-evidence.png --mentionsTargetBrand=false --mentionsArticle=false --citesTargetUrl=false --usesArticleFactCards=false --hasFactError=false --hasUnsafePromotion=false --score=0 --nextContentAction=\"按 L2/L3/L4/L5 复核后填写\""
    }
  ]
}