商業
成果範例
Data analysis: 9 months of bookings at a family-run guesthouse
Key numbers
| Metric | Value |
|---|---|
| Bookings (excl. cancelled) | 251 |
| Room nights sold | 689 |
| Revenue | $78,540 |
| Average rate per night | $114 |
| Cancellation rate | 11.6% (33 of 284) |
| Average stay | 2.7 nights |
Summary by channel
| Channel | Bookings | Share of revenue | Avg. rate | Commission | Net per night |
|---|---|---|---|---|---|
| Booking platforms | 142 | 54% | $109 | 15% | $93 |
| Direct (phone, email, website) | 87 | 38% | $126 | 0% | $126 |
| Local travel agent | 22 | 8% | $102 | 10% | $92 |
Direct guests pay more, stay longer (3.4 nights vs 2.3) and bring $33 more per night after commission than platform guests.
Trends and outliers
- July and August made 41% of revenue; occupancy reached 93%.
- March and April were weakest (occupancy 38%), but weekend nights still sold at 79%: the gap is midweek.
- Cancellations were 19% for platform bookings with free cancellation and 4% for direct bookings with a deposit.
- Outlier: 6 bookings in May at $45 per night. These are all one corporate group with a manual discount; they were kept in totals but flagged.
Findings
- Your most profitable guests are direct, returning guests, yet only 14% of platform guests were invited to book direct next time.
- Midweek in spring is the only real gap; weekends sell themselves.
- Free cancellation on platforms costs about 27 lost nights over 9 months.
Recommendations
- Add a "book direct" card at check-out with a 10% returning-guest rate: still $20 above platform net.
- Create a midweek spring offer (3 nights for the price of 2, Sun–Thu) for March–April.
- Switch platform listings to a non-refundable rate at 8% off alongside the flexible one.
- Track the booking channel for every guest from now on: 17 rows had no channel and were grouped as "direct".
All totals were cross-checked against the monthly sums in your sheet; the difference is $0.
Client: a 12-room guesthouse by a lake, run by two owners Data: 284 booking rows, January to September (date, room type, nights, channel, price paid, cancellation) Question asked: "Which channel and which months actually make us money, and where are we losing it?"
客戶與所有細節皆為虛構。
關於此服務
客服團隊被工單和來電淹沒,客服系統匯出的資料卻通常沒人看。我們取得您從 Zendesk、Freshdesk、Help Scout 或客服中心匯出的資料,計算首次回覆與解決時間、積壓量與重新開啟率,將各時段與星期的量體對照您的班表,並把工單歸類成主題。您會看到哪些問題一再出現、SLA 在哪裡失守,以及產品或說明中心該修正什麼。
包含內容
- 您會收到什麼一份報告,包含回覆與解決時間、SLA 違規、各時段量體與人力對照、附範例工單的主要聯絡原因,以及能減少重複聯絡的修正清單。成果會顯示在訂單頁面,並提供 Word 文件下載,表格另提供 Excel 檔(僅含數值,不含公式或圖表)。
- 速度指標首次回覆、解決時間與 SLA 違規
- 各時段負載量體對照您現有的班表
- 聯絡原因熱門主題與範例工單
- 重複聯絡重新開啟的工單及其原因
- 修正清單針對說明中心、產品與快速回覆範本
服務流程
- 1需求說明您附上匯出檔與目標
- 2分析我們衡量速度、負載與主題
- 3報告您會收到指標與修正清單
需要您提供的資料
包含建立時間與解決時間、管道、客服人員或團隊、狀態,以及主旨或標籤的工單或來電匯出檔,若想檢查人力配置,請另附 SLA 目標與班表。
我們會詢問您:
- 匯出檔來自哪個客服系統或電話系統?
- 您的回覆時間目標是什麼?
- 您提供哪些管道的支援?
- 目前對客服最讓您擔心的是什麼?
比較方案
付款保障
下單時付款,但只有在驗收成果後,款項才會撥付。
- 固定價格付款後,方案價格不會變動。
- 款項先行保留付款時,金額只會先保留,在您驗收後才會撥付給服務。
- 交付前檢查每份成果在交到您手上之前都會經過品質檢查,您也可以在驗收前於訂單頁面查看成果。
- 免費修改在需求說明範圍內,可依方案允許的次數提出修改。
- 3 天後自動驗收若您在交付後 3 天內未驗收也未提出修改,成果將自動驗收。若您在交付後於訂單聊天室留言,訂單會暫停自動驗收;我們回覆後,可能會重新起算 3 天,並會在聊天室中告知。
- 重新製作或全額退款若成果不符合您的需求說明且修改後仍未改善,或製作時間超過交付期限的兩倍,請在訂單聊天室留言:我們將重新製作,或全額退還款項。
常見問題
你們能分類沒有標籤的工單嗎?
可以,依據主旨或第一則訊息,只要它們在匯出檔中。請先移除客戶姓名和電子郵件。
你們會評估個別客服人員嗎?
若您要求,我們可以提供各客服人員的數字,但建議先從團隊與主題著手;處理緩慢的工單往往是比較困難的。
包含客戶滿意度分數嗎?
包含,只要匯出檔中有 CSAT 或評分。我們會把低分連結到主題與等待時間。
沒有找到您要的答案?


