{
  "schemaVersion": 1,
  "date": "2026-09-22",
  "title": "Claude 已補齊，加入第三方評分",
  "summary": "四引擎共 80／80 筆可用回答，各自的非品牌題都是 0／19。網站擴為 14 頁、70 項限定技術檢查通過；第三方 AEO 96 分、SEO 94 分，分開呈現各自範圍。",
  "readiness": {
    "label": "最近一次人工網站準備度評估",
    "assessed_date": "2026-09-21",
    "reassessed_today": false,
    "earned": 75,
    "effective_weight": 95,
    "planned_weight": 100,
    "normalized_score": 79,
    "method": "audit-rubric-v1-manual-weighting-20260921",
    "method_note": "自訂公開網站準備度 rubric；不是 Google 或答案引擎官方評分。5 分行動版／效能未實測，排除分母。9/22 未重新人工評分。",
    "sections": [
      {
        "label": "Technical SEO",
        "earned": 20,
        "effective_weight": 20
      },
      {
        "label": "Technical AEO / structured data",
        "earned": 24,
        "effective_weight": 25
      },
      {
        "label": "答案型內容",
        "earned": 23,
        "effective_weight": 30
      },
      {
        "label": "外部權威與信任",
        "earned": 8,
        "effective_weight": 20
      }
    ]
  },
  "technical": {
    "observed_date": "2026-09-22",
    "observed_at_start": "2026-09-22T14:14:17.315760+00:00",
    "observed_at_end": "2026-09-22T14:14:36.937999+00:00",
    "timezone": "Asia/Taipei",
    "public_description": "2026-09-22 22:14（台灣時間）重新擷取 sitemap 列出的 14 頁，包含已上線的服務頁、實測頁與起始文章。五類規則共 70 項檢查，全數通過。",
    "pages_requested": 14,
    "pages_successful": 14,
    "findings_passed": 70,
    "findings_failed": 0,
    "findings_partial": 0,
    "findings_unverified": 0,
    "rule_counts": {
      "crawler-policy": {
        "pass": 14
      },
      "document-language": {
        "pass": 14
      },
      "indexability-signals": {
        "pass": 14
      },
      "jsonld-parse": {
        "pass": 14
      },
      "schema-visible-consistency": {
        "pass": 14
      }
    },
    "rule_labels": {
      "indexability-signals": "HTML 索引指令與 canonical 衝突檢查",
      "document-language": "HTML 語言宣告",
      "jsonld-parse": "JSON-LD 語法",
      "schema-visible-consistency": "受檢查實體名稱與可見文字一致性",
      "crawler-policy": "robots 與不同用途爬蟲政策記錄"
    },
    "scope_note": "70／70 是五類規則在 14 頁的結果。先前 55／55 涵蓋 11 頁；數量增加來自檢查範圍擴大，不是分數或 AI 曝光提升。這不是完整 SEO 成績或實際索引證明。",
    "not_measured": [
      "Search Console 與實際索引",
      "自然搜尋流量",
      "商機或轉換",
      "行動裝置效能與 Core Web Vitals",
      "瀏覽器渲染後內容",
      "站外權威來源增減"
    ],
    "collector_commit": "84fb19758e6a37d901ecb6893f4e3aff608524ea",
    "collector_rule_version_note": "固定 PR #7 的 commit 與規則 hash；它尚未合併且與舊根目錄規則不同。未用不同規則製造分數提升。",
    "url_scope": [
      "https://forwardworks.ai/",
      "https://forwardworks.ai/subsidy-finder",
      "https://forwardworks.ai/insights",
      "https://forwardworks.ai/insights/codex-goal",
      "https://forwardworks.ai/insights/system-upkeep",
      "https://forwardworks.ai/insights/ai-deployment-gap",
      "https://forwardworks.ai/insights/erp-graveyard",
      "https://forwardworks.ai/insights/subsidy-stacking",
      "https://forwardworks.ai/insights/erp-2-0",
      "https://forwardworks.ai/insights/ai-subsidy-2026",
      "https://forwardworks.ai/insights/what-is-aeo",
      "https://forwardworks.ai/aeo",
      "https://forwardworks.ai/aeo-lab",
      "https://forwardworks.ai/insights/forwardworks-aeo-baseline-20260922"
    ],
    "rule_hashes": {
      "seo": "324071456fca6808bb4d51c8a698270bc9b1f6085bbc17bd47835339e12f545a",
      "aeo": "a835632f4ac0cf80d6ff357de972f3468eecb6d8a7d0001245d35e1dae8c99f3"
    }
  },
  "answers": {
    "observed_date": "2026-09-22",
    "observed_window_local": "前三引擎：9/21 09:29–09:37；Claude：9/22 20:37–20:42",
    "timezone": "Asia/Taipei",
    "repeated_today": false,
    "question_count": 20,
    "unbranded_questions": 19,
    "branded_questions": 1,
    "completion": {
      "successful": 80,
      "planned": 80,
      "unverified": 0
    },
    "cohorts": [
      {
        "engine": "OpenAI",
        "returned_model": "gpt-4o-2024-08-06",
        "retrieval": "model_only",
        "status": "success",
        "completed": 20,
        "planned": 20,
        "unbranded_mentions": 0,
        "unbranded_completed": 19,
        "raw_branded_alias_hits": 1,
        "branded_completed": 1,
        "validated_independent_brand_recognition": 0,
        "interpretation": "品牌已出現在問題中，模型沿用名稱；沒有可驗證來源。",
        "observed_date": "2026-09-21"
      },
      {
        "engine": "Gemini",
        "returned_model": "gemini-3.8-flash",
        "retrieval": "model_only",
        "status": "success",
        "completed": 20,
        "planned": 20,
        "unbranded_mentions": 0,
        "unbranded_completed": 19,
        "raw_branded_alias_hits": 1,
        "branded_completed": 1,
        "validated_independent_brand_recognition": 0,
        "interpretation": "品牌已出現在問題中，模型沿用名稱；沒有可驗證來源。",
        "observed_date": "2026-09-21"
      },
      {
        "engine": "Perplexity",
        "returned_model": "sonar",
        "retrieval": "web_grounded",
        "status": "success",
        "completed": 20,
        "planned": 20,
        "unbranded_mentions": 0,
        "unbranded_completed": 19,
        "raw_branded_alias_hits": 1,
        "branded_completed": 1,
        "validated_independent_brand_recognition": 0,
        "correct_domain_citations": 0,
        "interpretation": "同名實體誤配；沒有引用 forwardworks.ai。",
        "observed_date": "2026-09-21"
      },
      {
        "engine": "Claude",
        "returned_model": "claude-sonnet-5",
        "requested_model": "claude-sonnet-5",
        "retrieval": "model_only",
        "status": "success",
        "completed": 20,
        "planned": 20,
        "unbranded_mentions": 0,
        "unbranded_completed": 19,
        "interpretation": "沿用題目品牌名，並明說沒有可靠公司資訊；不算獨立辨識。",
        "observed_date": "2026-09-22",
        "raw_branded_alias_hits": 1,
        "branded_completed": 1,
        "validated_independent_brand_recognition": 0
      }
    ],
    "interpretation_note": "模型記憶型回答與網路檢索型回答分開列示，不合併推論效果。結果只代表指定問句、時間、模型與設定；不是固定排名或一般使用者介面的統計。",
    "question_set": {
      "url": "/data/aeo/methods/questions-20260921.json",
      "canonical_sha256": "783b0bf805f6030c7e31f8ae714158697552bbfb53189ec7602a07ac8367522f",
      "native_question_set_hash": "8e4944d147dff7563243f39dd48d8ef0c292168cd111a77f4f0d52f69d371531",
      "scoring": "alias-match-v1 + manual entity/echo review",
      "aliases": [
        "ForwardWorks",
        "Forward Works",
        "forwardworks.ai"
      ]
    },
    "completion_note": "Claude 於 9/22 補齊原題組的 20 題；其他三引擎沿用 9/21 的已保存觀察，未重新呼叫。"
  },
  "changes": [
    {
      "date": "2026-09-22",
      "status": "已上線",
      "title": "AEO＋SEO 服務頁、實測頁與起始文章已上線",
      "detail": "公開網站已包含這三頁，並納入本輪 14 頁技術複測。",
      "link": "/insights/forwardworks-aeo-baseline-20260922"
    },
    {
      "date": "2026-09-22",
      "status": "已量測",
      "title": "Claude 補齊 20 題，四引擎完成 80／80",
      "detail": "Claude 於 20:37–20:42 補測，非品牌題 0／19。其他引擎保留 9/21 的觀察與日期。"
    },
    {
      "date": "2026-09-22",
      "status": "已量測",
      "title": "14 頁、70 項限定技術檢查通過",
      "detail": "22:14 複測使用相同規則。比先前多了三頁，屬於覆蓋範圍擴大；人工準備度維持 9/21 的 79 分。"
    },
    {
      "date": "2026-09-22",
      "status": "已量測",
      "title": "加入兩項免費第三方健檢",
      "detail": "Eric Strate AEO 96／100、Lunchbox SEO 94／100。只反映各工具受測範圍，不等於 AI 曝光或排名。Okara 與 PageSpeed 尚無結果。"
    }
  ],
  "nextActions": [
    {
      "priority": "01",
      "title": "讓品牌資訊容易查證",
      "detail": "聯網回答曾把我們與同名公司混淆，Claude 也缺乏可靠品牌資訊。",
      "owner": "ForwardWorks",
      "implementation": "整理公司介紹、網站、服務與 Tresl 的關係；統一可見文字與結構化資料，連到已確認的官方來源。",
      "verification": "站內資訊一致且來源可開啟；後續另看品牌題是否引用正確網域。"
    },
    {
      "priority": "02",
      "title": "先回答一個重要買方問題",
      "detail": "從「中小企業如何選擇 AI 導入顧問」開始，承接本輪未被提及的需求。",
      "owner": "ForwardWorks",
      "implementation": "寫出選擇準則、資料準備、合作範圍與驗收方式；補上比較表與相關服務連結。",
      "verification": "讀者能找到直接答案與適用限制；數字和案例有來源，避免堆字或重複文章。"
    },
    {
      "priority": "03",
      "title": "補上有證據的實際案例",
      "detail": "讓服務說明有可追溯的實作證據。",
      "owner": "ForwardWorks",
      "implementation": "先整理可公開資料，寫清楚問題、方法、期間與結果；沒有可靠數據就不寫成效數字。",
      "verification": "每項主張能回到來源，客戶內容有公開許可；未確認部分保留待補。"
    },
    {
      "priority": "04",
      "title": "補齊分享預覽與安全設定",
      "detail": "第三方健檢指出首頁缺少分享圖與部分安全標頭。",
      "owner": "ForwardWorks",
      "implementation": "製作品牌分享圖並加上網頁標記；逐項補安全標頭，內容安全政策先觀察再啟用限制。",
      "verification": "分享圖可讀取，回應標頭正確；字型、腳本、分析與聯絡功能正常。"
    },
    {
      "priority": "05",
      "title": "量測搜尋與行動版成效",
      "detail": "目前沒有實際索引、搜尋流量與行動版效能資料。",
      "owner": "ForwardWorks",
      "implementation": "以 Lighthouse 建立行動版基線，再接 Search Console 的唯讀資料，分開追蹤曝光、點擊與收錄。",
      "verification": "保存網址、日期、裝置與設定；未取得的資料保持空缺，同條件再比較。"
    },
    {
      "priority": "06",
      "title": "累積可信的外部引用",
      "detail": "我們的外部信任評估仍是 8／20，需要可驗證的第三方來源。",
      "owner": "ForwardWorks",
      "implementation": "整理已有合作、活動與產業資料中的引用機會；準備一致的公司介紹與連結，確認後再對外聯繫。",
      "verification": "來源是真實且獨立的網站，品牌、服務與網址正確；不以購買連結或保證排名代替證據。"
    }
  ],
  "snapshot_id": "2026-09-22-2225",
  "externalAudits": [
    {
      "id": "eric-strate-aeo",
      "tool": "Eric Strate AEO Checker",
      "observed_date": "2026-09-22",
      "status": "success",
      "score": 96,
      "max": 100,
      "scope": "forwardworks.ai 首頁 HTML",
      "method": "AEO readiness methodology 2026.08；六類內容與結構指標。",
      "tool_url": "https://ericstrate.com/free-aeo-checker/",
      "report_url": null,
      "limitations": "只檢查單頁，未實測 AI 回答、引用、全站或搜尋排名。繁中字數與頁面分類需人工判讀。",
      "metrics": [
        {
          "label": "搜尋基礎",
          "value": "92／100"
        },
        {
          "label": "品牌實體清晰度",
          "value": "94／100"
        },
        {
          "label": "答案準備度",
          "value": "100／100"
        },
        {
          "label": "證據與信任",
          "value": "100／100"
        },
        {
          "label": "結構化資料",
          "value": "100／100"
        },
        {
          "label": "引用準備度",
          "value": "88／100"
        }
      ]
    },
    {
      "id": "lunchbox-seo",
      "tool": "Lunchbox SEO Analyzer",
      "observed_date": "2026-09-22",
      "observed_at": "2026-09-22T14:16:35.533Z",
      "status": "success",
      "score": 94,
      "max": 100,
      "scope": "首頁、回應標頭、robots 與 sitemap 訊號",
      "method": "工具自訂權重；41 項已評估，4 項效能檢查略過。",
      "tool_url": "https://lunchboxhands.com/tools/seo-analyzer/",
      "report_url": null,
      "limitations": "缺少分享預覽圖與部分安全標頭。英文分詞的字數警告不直接套用繁中；效能未量測，不採用工具對略過項目顯示的 100 分。",
      "metrics": [
        {
          "label": "中繼資料",
          "value": "100／100"
        },
        {
          "label": "內容與標題",
          "value": "90／100"
        },
        {
          "label": "社群分享",
          "value": "80／100"
        },
        {
          "label": "安全標頭",
          "value": "84／100"
        },
        {
          "label": "已評估結果",
          "value": "36 通過／5 警告"
        },
        {
          "label": "效能",
          "value": "未量測"
        }
      ]
    },
    {
      "id": "okara-geo",
      "tool": "Okara GEO",
      "observed_date": "2026-09-22",
      "status": "blocked",
      "score": null,
      "max": null,
      "scope": "尚未取得稽核報告",
      "method": "已嘗試免費入口；需登入才能繼續。",
      "tool_url": "https://okara.ai/agent/geo",
      "report_url": null,
      "limitations": "尚無可用結果，不能填零分或用示範分數代替。",
      "metrics": []
    },
    {
      "id": "google-pagespeed",
      "tool": "Google PageSpeed Insights",
      "observed_date": "2026-09-22",
      "status": "blocked",
      "score": null,
      "max": null,
      "scope": "本輪未取得效能報告",
      "method": "API 配額受限；網頁介面亦未能完成測試。",
      "tool_url": "https://pagespeed.web.dev/",
      "report_url": null,
      "limitations": "此工具失敗不代表網站無法開啟；本輪公開頁面擷取成功。保留未量測，後續以本機 Lighthouse 建立效能基線。",
      "metrics": []
    }
  ]
}