{"schemaVersion":"ready-scan.discovery-resource.v1","id":"urn:readyscan:discovery:interpret-bing-ai-performance-insights:zh-Hant","slug":"interpret-bing-ai-performance-insights","kind":"guide","inLanguage":"zh-Hant","canonicalUrl":"https://readyscan.ai/zh/insights/interpret-bing-ai-performance-insights","machineUrl":"https://readyscan.ai/zh/discovery/resources/interpret-bing-ai-performance-insights.json","title":"Bing AI Performance 洞察能告訴你甚麼，不能證明甚麼","description":"實用指南，說明如何解讀 Bing 的意圖與主題標籤、引用佔比、時段比較和被引用頁面活動，而不把它們誤當排名、流量或原因。","h1":"如何解讀 Bing AI Performance 洞察","summary":"如果你想知道 Bing AI Performance 的變化對網站代表甚麼，本指南會協助你結合脈絡解讀，再決定值得調查甚麼。","answer":{"question":"Bing AI Performance 實際量度甚麼？","text":"Bing AI Performance 讓網站管理者了解網站內容如何在 AI 生成答案中獲得引用。本指南說明如何解讀報告中的查詢脈絡和時間變化。","sourceIds":["article-source-149083f7f35c11c9","article-source-229953e8b500b559"]},"sections":[{"title":"按每個報告視圖實際呈現的內容來解讀","body":"Bing Webmaster Tools 將報告範圍擴展至 Microsoft Copilot、Bing 的 AI 生成摘要及部分合作夥伴整合中的引用活動。下表分開說明各報告視圖可協助調查的問題，以及它們不能證明的結論。","sourceIds":["article-source-149083f7f35c11c9","article-source-229953e8b500b559"],"table":{"caption":"報告視圖呈現甚麼，以及仍未能證明甚麼","columns":["報告視圖","呈現內容","不能證明"],"rows":[["意圖和主題","對 grounding 查詢及較廣泛查詢群組所作的分類。","用戶意圖的確切說明，或網站涵蓋主題的完整地圖。"],["引用佔比","同一 grounding 查詢中，該網站佔所有網站所示引用的百分比。","流量佔比、排名、質素評分，或與競爭對手網域的比較。"],["時段比較","所選時段內的引用活動。","內容修改造成了差異。"],["引用數量和被引用頁面","受支援的 AI 使用體驗及網址中的已報告引用活動","呈現位置、頁面重要性，或推薦。"]]},"figure":{"src":"/assets/insights/ai-visibility-signals-zh-hant-1280.webp","width":1280,"height":720,"alt":"六個獨立圖格分別標示「爬取」、「檢索」、「提及」、「引用」、「推薦」及「導流」，呈現不同的 AI 可見度觀察。","caption":"概念插圖展示六個獨立圖格，分別標示「爬取」、「檢索」、「提及」、「引用」、「推薦」及「導流」。","variants":[{"src":"/assets/insights/ai-visibility-signals-zh-hant-640.webp","width":640}]}},{"title":"把查詢脈絡視為有用但不完美的分類","body":"報告中的 grounding 查詢只是整體引用活動的樣本。因此，某項查詢未出現在報告中，不能證明沒有發生引用活動。這些分類由持續演進的 AI 和機器學習系統產生；在預覽階段，標籤可能較寬泛，尤其是小眾主題。判定內容缺少某個主題前，應先檢視可用的查詢和被引用頁面脈絡。","sourceIds":["article-source-149083f7f35c11c9","article-source-229953e8b500b559"]},{"title":"修改頁面前，先調查變化","body":"不同時段的引用活動有差異時，可選擇一項 grounding 查詢或被引用網址，比較相關時段。記錄可能影響結果的因素，例如用戶行為或需求變化、模型演進、新鮮度訊號、合作夥伴的更新週期、競爭內容，以及整個網絡的廣泛變化。然後檢視相關頁面或陳述，判斷證據是否支持修改。","sourceIds":["article-source-229953e8b500b559"]}],"sources":[{"id":"article-source-149083f7f35c11c9","title":"AI Performance in Bing Webmaster Tools","publisher":"Microsoft Bing","url":"https://blogs.bing.com/webmaster/2026/2/Introducing-AI-Performance-in-Bing-Webmaster-Tools-Public-Preview/","accessedOn":"2026-10-11"},{"id":"article-source-229953e8b500b559","title":"AI visibility insights: intent, topics and citation share","publisher":"Microsoft Bing","url":"https://blogs.bing.com/search/2026/6/New-AI-Visibility-Insights-in-Bing-Webmaster-Tools-Intents-Topics-Citation-Share-Compare/","accessedOn":"2026-10-11"}],"ownership":{"state":"ready_owned","publisher":{"name":"Ready 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