{"schemaVersion":"ready-scan.discovery-resource.v1","id":"urn:readyscan:discovery:ai-citation-visibility:zh-Hant","slug":"ai-citation-visibility","kind":"guide","inLanguage":"zh-Hant","canonicalUrl":"https://readyscan.ai/zh/ai-citation-visibility","machineUrl":"https://readyscan.ai/zh/discovery/resources/ai-citation-visibility.json","title":"如何衡量 AI 可見度：提及、引用與推薦 | Ready Scan","description":"透過切合需要的問題、保留的完整答案、清楚的完成比例，以及分開呈現的提及、引用和推薦證據，衡量 AI 可見度。","h1":"如何衡量 AI 可見度，避免混淆各種訊號","summary":"爬取紀錄、品牌提及、來源引用和推薦，所表達的意思各有不同。把原始答案保留在結果旁，才能判斷真正需要改善甚麼。","answer":{"question":"AI 可見度量度應該呈現甚麼？","text":"有用的量度會記錄買家問題、所用的 AI 系統及設定、觀察時間，以及完整答案。它會分開呈現品牌提及、引用和推薦，並顯示原定答案有多少已完成。爬取造訪和客戶導流應保留為不同的證據。未能完成的答案代表資料不足，不能據此判定品牌沒有出現。","sourceIds":["ready-scan-methodology","ready-scan-report-guide"]},"sections":[{"title":"六種觀察，回答六個不同問題","body":"選擇能回答你問題的觀察。單一總數可能掩蓋兩者的分別：系統曾經讀取一個頁面，並不等於買家已獲得選擇某家企業的理由。","sourceIds":["ready-scan-methodology","ready-scan-report-guide","bing-ai-performance"],"table":{"caption":"每種觀察可以告訴你甚麼","columns":["觀察","記錄內容","應檢視甚麼"],"rows":[["爬取","一個客戶端要求讀取公開頁面。","網址、回應狀態、時間及流量分類。"],["檢索","某個來源曾因查詢而被擷取或傳回。","如有保留，檢視檢索紀錄或答案所依據的來源證據。"],["提及","答案列出品牌或產品名稱。","前後文，以及是否準確描述產品或服務。"],["引用","答案包含來源參照。","被引用的頁面，以及它支持哪一項陳述。"],["推薦","答案建議用某項產品滿足一個需要。","推薦程度、附帶條件，以及答案中的其他選擇。"],["導流","有人透過可識別的來源到訪。","該次造訪，以及訪客其後採取的行動。"]]},"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 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