產出 #315

env=production · Omnichat (2e249b62-3e0c-4c33-b09d-e539d7d77baa) · eval_kind=mixed_qa

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3 個 scenario 未被任何 case 涵蓋：7147, 7148, 7151。可以重新派發、增加 N 來補。
SUITE
✅ 已寫入 EvalSuite auto-2e249b62-r1-053959154。
案例明細（80 筆 — 含已寫入、被拒、retry 軌跡）
  • 品質檢查未通過 直接問答 第 3 次嘗試
    來源素材（點擊查看完整內容）
    • • 文件段落：Omnichat AI RAG.docx doc_know_4980 
      This chunk contains client testimonials from OPTICAL 88 emphasizing WhatsApp's effectiveness over traditional email, with high click-through rates. It also mentions gamification features and Facebook Messenger automation, illustrating Omnichat's multi-channel conversational commerce capabilities.

 prefer the immediacy and interactivity of WhatsApp over traditional email communications, resulting in up to 26% click-through rate on our messages.\n– Andrea Chan, Digital Marketing Manager of OPTICAL 88\nView More"

},

{

"url": "https://www.omnichat.ai/hk/game-modules",

"title": "Gamification｜Engage Customers with Gashapon, Draw Lots｜Omnichat HK",

"content": "OPTICAL 88\nWe have observed that regardless of demographic, our customers overwhelmingly prefer the immediacy and interactivity of WhatsApp over traditional email communications, resulting in up to 26% click-through rate on our messages.\n– Andrea Chan, Digital Marketing Manager of OPTICAL 88\nView More"

},

{

"url": "https://www.omnichat.ai/tw/facebook-messenger",

"title": "Facebook Messenger 自動化行銷與客服 - Omnichat",

"content": "自動化顧客旅程\n整合跨系統顧客數據，自動執行一連串個人化互動。\n查看功能說明"

},

{

"url": "https://www.omnichat.ai/tw/line-official-account",

"title": "LINE 官方帳號進階應用，行銷、客服、銷售、分店管理 - Omnichat",

"content": "補體素\n40 年深耕台灣：補體素 LINE 遊戲創造高互動，20% 再行銷轉換率，讓客人進站就有好感！\n了解完整案例"

},

{

"url": "https://www.omnichat.ai/tw/salesforce-integration",

"title": "Omnichat 與 Salesforce 系統整合， 優化顧客關係管理 ｜Omnichat",

"content": "補體素\n40 年深耕台灣：補體...
    Q
    為什麼客戶喜歡 WhatsApp 而不是 email?
    A
    客戶更喜歡 WhatsApp 的即時性和互動性，超過傳統電子郵件通訊，並且我們的消息點閱率高達 26%。
    原因
    • 答案與資料來源的重疊度只有 20.5%（門檻 30%）—— LLM 寫的答案可能偏離了來源，有 hallucination 風險
  • 語氣不像真人 chat（被 Stage E 拒絕） 直接問答
    來源素材（點擊查看完整內容）
    • • 文件段落：Omnichat AI RAG.docx doc_know_4978 
      This chunk revisits Omnichat's About section, summarizing its platform capabilities, global reach, milestones, and partnerships. It reiterates Omnichat's mission to provide personalized conversational commerce solutions and enhance business conversion rates worldwide.

 Revenue We Bring to Clients\n200K\nNumber of Orders We Create for Brands Every Year\nOur Story\nFounded in 2017, Omnichat has emerged as a leading omnichannel chat commerce solution provider in the Asia Pacific region. Over 5,000 companies globally have embraced our conversational commerce solutions.\nAs the Official WhatsApp Business Solution Provider and authorised business partner of Meta and LINE, Omnichat supports brands to deliver a seamless shopping experience and capitalise on omnichannel business opportunities.\nWhen you see Omnichat’s mascot ‘Omni’ in the lower right corner of the website, this is one of our valued clients. Our goal is to provide online customers worldwide with the same warmth as face-to-face conversations.\nOmnichat Milestones\n2017\n-2018\nOur founder, Alan, started our coding venture by leasing a shared workspace in Hong Kong.\nWith a groundbreaking first-gen MVP, we captivated hundreds of e-commerce businesses and focused on developing an AI-powered cross-channel messaging marketing system.\n2019\n-2020\nOmnichat gained popularity and credibility among local retail brands in Taiwan.\nWe received a significant investment of US$0.8 million from Asia’s premier venture capital fir...
    Q
    Omnichat 每年為品牌創造多少個訂單?
    A
    Omnichat 每年為品牌創造 20 萬個訂單。
    原因
    • chat-realism: vague_meta (The question is vague and asks about company-wide performance rather than a specific product or service.)
  • 語氣不像真人 chat（被 Stage E 拒絕） 直接問答 第 2 次嘗試
    來源素材（點擊查看完整內容）
    • • 文件段落：Omnichat AI RAG.docx doc_know_4978 
      This chunk revisits Omnichat's About section, summarizing its platform capabilities, global reach, milestones, and partnerships. It reiterates Omnichat's mission to provide personalized conversational commerce solutions and enhance business conversion rates worldwide.

 Revenue We Bring to Clients\n200K\nNumber of Orders We Create for Brands Every Year\nOur Story\nFounded in 2017, Omnichat has emerged as a leading omnichannel chat commerce solution provider in the Asia Pacific region. Over 5,000 companies globally have embraced our conversational commerce solutions.\nAs the Official WhatsApp Business Solution Provider and authorised business partner of Meta and LINE, Omnichat supports brands to deliver a seamless shopping experience and capitalise on omnichannel business opportunities.\nWhen you see Omnichat’s mascot ‘Omni’ in the lower right corner of the website, this is one of our valued clients. Our goal is to provide online customers worldwide with the same warmth as face-to-face conversations.\nOmnichat Milestones\n2017\n-2018\nOur founder, Alan, started our coding venture by leasing a shared workspace in Hong Kong.\nWith a groundbreaking first-gen MVP, we captivated hundreds of e-commerce businesses and focused on developing an AI-powered cross-channel messaging marketing system.\n2019\n-2020\nOmnichat gained popularity and credibility among local retail brands in Taiwan.\nWe received a significant investment of US$0.8 million from Asia’s premier venture capital fir...
    Q
    Omnichat 每年創造多少個訂單?
    A
    Omnichat 每年為品牌創造 20 萬個訂單。
    原因
    • chat-realism: vague_meta (The question is vague and asks about company-wide metrics rather than a specific product or service.)
  • 其他 直接問答 第 3 次嘗試
    來源素材（點擊查看完整內容）
    • • 文件段落：Omnichat AI RAG.docx doc_know_4978 
      This chunk revisits Omnichat's About section, summarizing its platform capabilities, global reach, milestones, and partnerships. It reiterates Omnichat's mission to provide personalized conversational commerce solutions and enhance business conversion rates worldwide.

 Revenue We Bring to Clients\n200K\nNumber of Orders We Create for Brands Every Year\nOur Story\nFounded in 2017, Omnichat has emerged as a leading omnichannel chat commerce solution provider in the Asia Pacific region. Over 5,000 companies globally have embraced our conversational commerce solutions.\nAs the Official WhatsApp Business Solution Provider and authorised business partner of Meta and LINE, Omnichat supports brands to deliver a seamless shopping experience and capitalise on omnichannel business opportunities.\nWhen you see Omnichat’s mascot ‘Omni’ in the lower right corner of the website, this is one of our valued clients. Our goal is to provide online customers worldwide with the same warmth as face-to-face conversations.\nOmnichat Milestones\n2017\n-2018\nOur founder, Alan, started our coding venture by leasing a shared workspace in Hong Kong.\nWith a groundbreaking first-gen MVP, we captivated hundreds of e-commerce businesses and focused on developing an AI-powered cross-channel messaging marketing system.\n2019\n-2020\nOmnichat gained popularity and credibility among local retail brands in Taiwan.\nWe received a significant investment of US$0.8 million from Asia’s premier venture capital fir...
    Q
    Omnichat 每年為品牌創造多少個訂單？
    A
    Omnichat 每年為品牌創造 200,000 個訂單。
    原因
    • duplicate (scenario, question)
  • 已寫入 EvalSuite 推理
    來源素材（點擊查看完整內容）
    • • 文件段落：Omnichat AI RAG.docx doc_know_4975 
      This chunk presents Omnichat HK's marketing solutions with client success stories, including a 50-100% uplift in average transaction value. It also highlights automated conversational commerce integration on Instagram and personalized customer journeys with high click-through rates.

Successful use cases\nBook a Demo\nRegion\n-\nSuccess\nThanks for filling out your information, and we will get in touch soon!"

},

{

"url": "https://www.omnichat.ai/hk/marketing",

"title": "Omnichannel Chat Commerce Marketing Solution｜Omnichat HK",

"content": "50-100\n%\nuplift in Average Transaction Value\nSuccess story\nWe utilised Omni-AI to empower our teams for enhanced efficiency, better data analysis and continuously achieving optimal results.\n— Eileen Tang, Head of Digital Business of Maxim’s Caterers Limited\nSuccess story"

},

{

"url": "https://www.omnichat.ai/hk/instagram-direct",

"title": "Instagram Automated Conversational Commerce Integration｜Omnichat HK",

"content": "Hong Kong Life\nWhatsApp Business solutions enhance the efficiency of customer services, with the automated chatbot handling over 90% of general enquiries, it allows our team to focus on marketing work and nurturing deeper customer relationships.\n– Jonathan Ko, Chief Marketing Officer of Hong Kong Life\nView More"

},

{

"url": "https://www.omnichat.ai/hk/customer-journey",

"title": "Automated Customer Journey with Personalised Interactions｜Omnichat HK",

"content": "OPTICAL 88\nWe have observed that re...
    Q
    Omnichat 的自動化對話商務整合可在 Instagram 上使用嗎？
    A
    是的，Omnichat 的自動化對話商務整合可以在 Instagram 上使用。
  • 語氣不像真人 chat（被 Stage E 拒絕） 推理
    來源素材（點擊查看完整內容）
    • • 文件段落：Omnichat AI RAG.docx doc_know_4973 
      This chunk elaborates on Omnichat HK's OMO Sales solution, detailing platform features, integrations, and client case studies. It explains the Chat & Buy omnichannel sales process, including customer binding, product recommendation, performance tracking, and various tools to enhance sales and customer experience.

\nWebsite Live Chat\nIntegrations\nSalesforce Integration\nEmarsys Integration\nHubSpot Integration\nMeta Ads Platform Integration\nProducts\nSolutions\nCustomer Service\nMarketing\nOMO Sales\nSocial CDP\nnew\nHuman Resources\nnew\nFeatures\nBroadcast\nCoupons\nSales Performance Tracking\nWhatsApp Flows\nMembership System\nAutomated Customer Journey\nOmni AI\nWhatsApp Catalog & Payment\nAbandoned Cart Remarketing\nInteractive Games\nWebsite Remarketing\nCustomers\nResources\nBlog\nE-books\nEvents\nCompany\nAbout Us\nMedia Centre\nPartner Program\nDemo\nTrial\nTrial\nDemo\nLogin\nOnline-merge-Offline\nConversational Sales\nGenerate sales anytime, anywhere through WhatsApp 1-on-1 conversations.\nTrack omnichannel sales performance, conduct revenue recognition, and facilitate digital transformation.\nBook a Demo\nIntegrate Your Online and Offline Sales Channels\nAttract, Convert, and Retain customers across multiple touchpoints,\nresulting in an increase in average customer spending by 92%.\nBridge the Gap between Online and Offline\nCreate a Seamless Customer Experience\nCustomer Management\nStreamline and centralise management of customer lists by integrating with...
    Q
    請問Omnichat HK的OMO銷售解決方案有哪些平台功能和整合呢？
    A
    Omnichat HK的OMO銷售解決方案包括多項平台功能，如客戶管理、銷售表現追蹤、產品推薦等，並且支援Salesforce、Emarsys、HubSpot等多種整合，提升銷售及客戶體驗。
    原因
    • chat-realism: internal_role_title (提到的'OMO銷售解決方案'和'平台功能'顯示出客戶在詢問內部角色相關的專業術語，這不符合一般顧客的提問方式。)
  • 品質檢查未通過 推理 第 2 次嘗試
    來源素材（點擊查看完整內容）
    • • 文件段落：Omnichat AI RAG.docx doc_know_4973 
      This chunk elaborates on Omnichat HK's OMO Sales solution, detailing platform features, integrations, and client case studies. It explains the Chat & Buy omnichannel sales process, including customer binding, product recommendation, performance tracking, and various tools to enhance sales and customer experience.

\nWebsite Live Chat\nIntegrations\nSalesforce Integration\nEmarsys Integration\nHubSpot Integration\nMeta Ads Platform Integration\nProducts\nSolutions\nCustomer Service\nMarketing\nOMO Sales\nSocial CDP\nnew\nHuman Resources\nnew\nFeatures\nBroadcast\nCoupons\nSales Performance Tracking\nWhatsApp Flows\nMembership System\nAutomated Customer Journey\nOmni AI\nWhatsApp Catalog & Payment\nAbandoned Cart Remarketing\nInteractive Games\nWebsite Remarketing\nCustomers\nResources\nBlog\nE-books\nEvents\nCompany\nAbout Us\nMedia Centre\nPartner Program\nDemo\nTrial\nTrial\nDemo\nLogin\nOnline-merge-Offline\nConversational Sales\nGenerate sales anytime, anywhere through WhatsApp 1-on-1 conversations.\nTrack omnichannel sales performance, conduct revenue recognition, and facilitate digital transformation.\nBook a Demo\nIntegrate Your Online and Offline Sales Channels\nAttract, Convert, and Retain customers across multiple touchpoints,\nresulting in an increase in average customer spending by 92%.\nBridge the Gap between Online and Offline\nCreate a Seamless Customer Experience\nCustomer Management\nStreamline and centralise management of customer lists by integrating with...
    Q
    請問 Omnichat HK 的 OMO 銷售解決方案包含哪些平台功能、整合和客戶案例研究呢？
    A
    Omnichat HK 的 OMO 銷售解決方案詳述了平台功能、整合以及客戶案例研究。它解釋了 Chat & Buy 的全渠道銷售流程，包括客戶綁定、產品推薦、性能追蹤和各種提升銷售及客戶體驗的工具。
    原因
    • 答案與資料來源的重疊度只有 19.5%（門檻 30%）—— LLM 寫的答案可能偏離了來源，有 hallucination 風險
  • 品質檢查未通過 推理 第 3 次嘗試
    來源素材（點擊查看完整內容）
    • • 文件段落：Omnichat AI RAG.docx doc_know_4973 
      This chunk elaborates on Omnichat HK's OMO Sales solution, detailing platform features, integrations, and client case studies. It explains the Chat & Buy omnichannel sales process, including customer binding, product recommendation, performance tracking, and various tools to enhance sales and customer experience.

\nWebsite Live Chat\nIntegrations\nSalesforce Integration\nEmarsys Integration\nHubSpot Integration\nMeta Ads Platform Integration\nProducts\nSolutions\nCustomer Service\nMarketing\nOMO Sales\nSocial CDP\nnew\nHuman Resources\nnew\nFeatures\nBroadcast\nCoupons\nSales Performance Tracking\nWhatsApp Flows\nMembership System\nAutomated Customer Journey\nOmni AI\nWhatsApp Catalog & Payment\nAbandoned Cart Remarketing\nInteractive Games\nWebsite Remarketing\nCustomers\nResources\nBlog\nE-books\nEvents\nCompany\nAbout Us\nMedia Centre\nPartner Program\nDemo\nTrial\nTrial\nDemo\nLogin\nOnline-merge-Offline\nConversational Sales\nGenerate sales anytime, anywhere through WhatsApp 1-on-1 conversations.\nTrack omnichannel sales performance, conduct revenue recognition, and facilitate digital transformation.\nBook a Demo\nIntegrate Your Online and Offline Sales Channels\nAttract, Convert, and Retain customers across multiple touchpoints,\nresulting in an increase in average customer spending by 92%.\nBridge the Gap between Online and Offline\nCreate a Seamless Customer Experience\nCustomer Management\nStreamline and centralise management of customer lists by integrating with...
    Q
    請問Omnichat HK的OMO銷售解決方案包含哪些平台功能和整合呢？
    A
    Omnichat HK的OMO銷售解決方案包括平台功能、整合以及客戶案例研究。具體來說，它涵蓋了Chat & Buy的全渠道銷售過程，包括客戶綁定、產品推薦、績效追踪，還有各種增強銷售和顧客體驗的工具。
    原因
    • 答案與資料來源的重疊度只有 18.3%（門檻 30%）—— LLM 寫的答案可能偏離了來源，有 hallucination 風險
  • 品質檢查未通過 推理
    來源素材（點擊查看完整內容）
    • • 文件段落：Omnichat AI RAG.docx doc_know_4971 
      This chunk details the Omnichat HK Partner Program, describing partnership types, benefits like revenue acceleration and premier support, and the application process. It emphasizes collaboration to drive higher conversions and increased revenue through chat commerce solutions.

 solution for businesses along with efficient adoption and utilisation of technology in various industry sectors\nWhy Partner with Omnichat?\nRevenue Acceleration\nUnleash limitless opportunities for revenue growth and experience substantial financial benefits by incorporating new conversational experience solutions into your business stack\nGlobal Presence\nAmplify your online presence and bolster your credibility across the world through our Partner Badge and Directory listing\nPremier Support\nEquip your team with premium technical and sales support strategies tailored for conversational commerce to maximise your business growth\nJoint Promotion\nCreate compelling campaigns together that resonate, driving mutual success and expanding our collective impact in the market\nScalable Expertise\nLeverage our extensive expertise and industry-leading best practices in chat commerce to deliver exceptional solutions that perfectly align with your clients’ expectations\nJoin Our Partner Programme\nPlease fill in the form below and we will be in touch shortly.\nRevenue Acceleration\nGlobal Presence\nPremier Support\nFirst Name\nLast Name\nContact Number\nBusiness Email\nJob Title\nCompany Name\nCompany Websi...
    Q
    參加 Omnichat HK 夥伴計畫可以帶來什麼好處？
    A
    參加 Omnichat HK 夥伴計畫可以幫助您加速收入增長，提高全球曝光率和可信度，獲得專業的技術和銷售支持，並且可以共同促進市場活動，拓展業務影響力。
    原因
    • 答案與資料來源的重疊度只有 13.4%（門檻 30%）—— LLM 寫的答案可能偏離了來源，有 hallucination 風險
  • 品質檢查未通過 推理 第 2 次嘗試
    來源素材（點擊查看完整內容）
    • • 文件段落：Omnichat AI RAG.docx doc_know_4971 
      This chunk details the Omnichat HK Partner Program, describing partnership types, benefits like revenue acceleration and premier support, and the application process. It emphasizes collaboration to drive higher conversions and increased revenue through chat commerce solutions.

 solution for businesses along with efficient adoption and utilisation of technology in various industry sectors\nWhy Partner with Omnichat?\nRevenue Acceleration\nUnleash limitless opportunities for revenue growth and experience substantial financial benefits by incorporating new conversational experience solutions into your business stack\nGlobal Presence\nAmplify your online presence and bolster your credibility across the world through our Partner Badge and Directory listing\nPremier Support\nEquip your team with premium technical and sales support strategies tailored for conversational commerce to maximise your business growth\nJoint Promotion\nCreate compelling campaigns together that resonate, driving mutual success and expanding our collective impact in the market\nScalable Expertise\nLeverage our extensive expertise and industry-leading best practices in chat commerce to deliver exceptional solutions that perfectly align with your clients’ expectations\nJoin Our Partner Programme\nPlease fill in the form below and we will be in touch shortly.\nRevenue Acceleration\nGlobal Presence\nPremier Support\nFirst Name\nLast Name\nContact Number\nBusiness Email\nJob Title\nCompany Name\nCompany Websi...
    Q
    Omnichat HK 夥伴計畫怎麼提升企業的可信度?
    A
    Omnichat HK夥伴計畫透過提供夥伴徽章和目錄列表來增強企業在全球的曝光機會，這可以幫助提升企業的可信度。
    原因
    • 答案與資料來源的重疊度只有 18.0%（門檻 30%）—— LLM 寫的答案可能偏離了來源，有 hallucination 風險
  • 語氣不像真人 chat（被 Stage E 拒絕） 推理 第 3 次嘗試
    來源素材（點擊查看完整內容）
    • • 文件段落：Omnichat AI RAG.docx doc_know_4971 
      This chunk details the Omnichat HK Partner Program, describing partnership types, benefits like revenue acceleration and premier support, and the application process. It emphasizes collaboration to drive higher conversions and increased revenue through chat commerce solutions.

 solution for businesses along with efficient adoption and utilisation of technology in various industry sectors\nWhy Partner with Omnichat?\nRevenue Acceleration\nUnleash limitless opportunities for revenue growth and experience substantial financial benefits by incorporating new conversational experience solutions into your business stack\nGlobal Presence\nAmplify your online presence and bolster your credibility across the world through our Partner Badge and Directory listing\nPremier Support\nEquip your team with premium technical and sales support strategies tailored for conversational commerce to maximise your business growth\nJoint Promotion\nCreate compelling campaigns together that resonate, driving mutual success and expanding our collective impact in the market\nScalable Expertise\nLeverage our extensive expertise and industry-leading best practices in chat commerce to deliver exceptional solutions that perfectly align with your clients’ expectations\nJoin Our Partner Programme\nPlease fill in the form below and we will be in touch shortly.\nRevenue Acceleration\nGlobal Presence\nPremier Support\nFirst Name\nLast Name\nContact Number\nBusiness Email\nJob Title\nCompany Name\nCompany Websi...
    Q
    Omnichat HK Partner Program可以怎麼幫助我的企業提高可信度?
    A
    Omnichat HK Partner Program透過提供全球曝光機會，讓您的企業提高可信度，並透過夥伴徽章和目錄清單擴大您的網上形象，增強您的品牌信任度。
    原因
    • chat-realism: vague_meta (The question is vague and asks about company-wide reputation rather than specific, concrete details.)
  • 品質檢查未通過 推理
    來源素材（點擊查看完整內容）
    • • 文件段落：Omnichat AI RAG.docx doc_know_4955 
      Continuing the OMO Sales section, this chunk explains the detailed steps of Omnichat's Chat & Buy omnichannel sales process, including customer binding, product recommendation, and performance tracking. It also highlights features such as virtual shopping, coupon marketing, saved replies, cloud backup, and app support to enhance sales and customer experience.

100% of the average total revenue of the online store.\nView More\nTrusted by 5,000+ Clients Worldwide\nRevolutionise Your Customer Journey with Chat & Buy Omnichannel Sales\nStep 1｜ Binding\nBy using QR codes, binding links, or Chatbot, customers are able to connect with particular stores and associates on WhatsApp.\nStep 2｜Recommend products\nSalespeople recommend products via WhatsApp, directing them to make online purchases or in-store visits.\nStep 3｜Performance Tracking\nTrack online customer orders with automatic staff performance calculation, enabling cross-channel recognition.\nEvery Detail Crafted for Omnichannel Sales\nBind in-store\nCustomers bind to frontline sales via QR code or links once connecting with WhatsApp\nPersonalised Service\nStore personnel recommend products to connected customers through WhatsApp conversations\nProduct Referral\nSales representatives select website products, send product referral links for purchases, and track clicks, orders, and order details\nVirtual Shopping\nMultiple sales agents can start 1-on-1 video calls with different customers simultaneously\nCoupon Marketing\nUt...
    Q
    銷售人員可以透過WhatsApp推薦產品嗎？
    A
    是的，銷售人員可以通過WhatsApp推薦產品，並引導客戶進行線上購買或到店訪問。
    原因
    • 答案與資料來源的重疊度只有 18.9%（門檻 30%）—— LLM 寫的答案可能偏離了來源，有 hallucination 風險
  • 品質檢查未通過 推理 第 2 次嘗試
    來源素材（點擊查看完整內容）
    • • 文件段落：Omnichat AI RAG.docx doc_know_4955 
      Continuing the OMO Sales section, this chunk explains the detailed steps of Omnichat's Chat & Buy omnichannel sales process, including customer binding, product recommendation, and performance tracking. It also highlights features such as virtual shopping, coupon marketing, saved replies, cloud backup, and app support to enhance sales and customer experience.

100% of the average total revenue of the online store.\nView More\nTrusted by 5,000+ Clients Worldwide\nRevolutionise Your Customer Journey with Chat & Buy Omnichannel Sales\nStep 1｜ Binding\nBy using QR codes, binding links, or Chatbot, customers are able to connect with particular stores and associates on WhatsApp.\nStep 2｜Recommend products\nSalespeople recommend products via WhatsApp, directing them to make online purchases or in-store visits.\nStep 3｜Performance Tracking\nTrack online customer orders with automatic staff performance calculation, enabling cross-channel recognition.\nEvery Detail Crafted for Omnichannel Sales\nBind in-store\nCustomers bind to frontline sales via QR code or links once connecting with WhatsApp\nPersonalised Service\nStore personnel recommend products to connected customers through WhatsApp conversations\nProduct Referral\nSales representatives select website products, send product referral links for purchases, and track clicks, orders, and order details\nVirtual Shopping\nMultiple sales agents can start 1-on-1 video calls with different customers simultaneously\nCoupon Marketing\nUt...
    Q
    銷售人員可以透過什麼方式推薦產品給顧客？
    A
    銷售人員可以通過WhatsApp推薦產品，並引導顧客進行線上購買或到店訪問。
    原因
    • 答案與資料來源的重疊度只有 20.0%（門檻 30%）—— LLM 寫的答案可能偏離了來源，有 hallucination 風險
  • 品質檢查未通過 推理 第 3 次嘗試
    來源素材（點擊查看完整內容）
    • • 文件段落：Omnichat AI RAG.docx doc_know_4955 
      Continuing the OMO Sales section, this chunk explains the detailed steps of Omnichat's Chat & Buy omnichannel sales process, including customer binding, product recommendation, and performance tracking. It also highlights features such as virtual shopping, coupon marketing, saved replies, cloud backup, and app support to enhance sales and customer experience.

100% of the average total revenue of the online store.\nView More\nTrusted by 5,000+ Clients Worldwide\nRevolutionise Your Customer Journey with Chat & Buy Omnichannel Sales\nStep 1｜ Binding\nBy using QR codes, binding links, or Chatbot, customers are able to connect with particular stores and associates on WhatsApp.\nStep 2｜Recommend products\nSalespeople recommend products via WhatsApp, directing them to make online purchases or in-store visits.\nStep 3｜Performance Tracking\nTrack online customer orders with automatic staff performance calculation, enabling cross-channel recognition.\nEvery Detail Crafted for Omnichannel Sales\nBind in-store\nCustomers bind to frontline sales via QR code or links once connecting with WhatsApp\nPersonalised Service\nStore personnel recommend products to connected customers through WhatsApp conversations\nProduct Referral\nSales representatives select website products, send product referral links for purchases, and track clicks, orders, and order details\nVirtual Shopping\nMultiple sales agents can start 1-on-1 video calls with different customers simultaneously\nCoupon Marketing\nUt...
    Q
    銷售人員可以透過WhatsApp推薦產品嗎？
    A
    是的，銷售人員可以通過WhatsApp推薦產品，並引導客戶進行線上購買或到店訪問。
    原因
    • 答案與資料來源的重疊度只有 18.9%（門檻 30%）—— LLM 寫的答案可能偏離了來源，有 hallucination 風險
  • 語氣不像真人 chat（被 Stage E 拒絕） 推理
    來源素材（點擊查看完整內容）
    • • 文件段落：Omnichat AI RAG.docx doc_know_4982 
      This chunk, in Chinese, details Omnichat's Social CDP pricing and features, including multi-channel data collection from LINE, Facebook, Instagram, WhatsApp, and website tracking. It explains integration with CRM and POS systems, customer profile unification, automated journeys, and marketing analytics.

 "https://www.omnichat.ai/tw/cdp-pricing",

"title": "Social CDP 價格方案 - Omnichat",

"content": "跳至主要內容\nLOGO\n平台\n對話渠道\nLINE 官方帳號\nFacebook Messenger\nInstagram\nTikTok\nWechat 微信公眾號\nWhatsApp\n網站\n系統整合\nSalesforce 整合\nHubSpot 整合\nInsider 整合\nSurveyCake 整合\nEmarsys 整合\n產品\n解決方案\n客服方案\n行銷方案\nOMO 方案\nSocial CDP\nnew\n社群廣告強化\nnew\n精選功能\nOmni AI\nLINE 通知型訊息\nMeta Ads 廣告整合\n自動顧客旅程\n發票登錄模組\n會員關係管理\n購物車再行銷\n互動抽獎遊戲\n優惠券管理\n顧客獎勵點數\nLINE 對話下單\n綁定銷售人員\n案例\n產業\n肌膚保養\n寵物用品\n流行服飾\n鞋包配件\n食品零嘴\n娛樂玩具\n生活用品\n健康保健\n旅遊觀光\n價格\n行銷與客服方案\nOMO 全渠道銷售\nSocial CDP\n資源\n部落格\n行銷電子書\n近期活動\n關於 Omnichat\n品牌故事\n商業策略顧問\n專家諮詢\n免費試用\n免費試用\n專家諮詢\n登入\n價格方案\n打破社群�
    Q
    Omnichat的Social CDP可以怎麼整合顧客資料？
    A
    Omnichat的Social CDP提供客戶資料統一功能，允許從不同渠道（如LINE、Facebook、Instagram、WhatsApp等）收集數據，並與CRM和POS系統整合，進行顧客資料的統一管理。
    原因
    • chat-realism: internal_role_title (提到'Social CDP'和'顧客資料'的整合方式，顯得像是內部角色在詢問技術細節，而非一般顧客的問題。)
  • 已寫入 EvalSuite 推理 第 2 次嘗試
    來源素材（點擊查看完整內容）
    • • 文件段落：Omnichat AI RAG.docx doc_know_4982 
      This chunk, in Chinese, details Omnichat's Social CDP pricing and features, including multi-channel data collection from LINE, Facebook, Instagram, WhatsApp, and website tracking. It explains integration with CRM and POS systems, customer profile unification, automated journeys, and marketing analytics.

 "https://www.omnichat.ai/tw/cdp-pricing",

"title": "Social CDP 價格方案 - Omnichat",

"content": "跳至主要內容\nLOGO\n平台\n對話渠道\nLINE 官方帳號\nFacebook Messenger\nInstagram\nTikTok\nWechat 微信公眾號\nWhatsApp\n網站\n系統整合\nSalesforce 整合\nHubSpot 整合\nInsider 整合\nSurveyCake 整合\nEmarsys 整合\n產品\n解決方案\n客服方案\n行銷方案\nOMO 方案\nSocial CDP\nnew\n社群廣告強化\nnew\n精選功能\nOmni AI\nLINE 通知型訊息\nMeta Ads 廣告整合\n自動顧客旅程\n發票登錄模組\n會員關係管理\n購物車再行銷\n互動抽獎遊戲\n優惠券管理\n顧客獎勵點數\nLINE 對話下單\n綁定銷售人員\n案例\n產業\n肌膚保養\n寵物用品\n流行服飾\n鞋包配件\n食品零嘴\n娛樂玩具\n生活用品\n健康保健\n旅遊觀光\n價格\n行銷與客服方案\nOMO 全渠道銷售\nSocial CDP\n資源\n部落格\n行銷電子書\n近期活動\n關於 Omnichat\n品牌故事\n商業策略顧問\n專家諮詢\n免費試用\n免費試用\n專家諮詢\n登入\n價格方案\n打破社群�
    Q
    Omnichat的Social CDP可以幫我統一客戶資料嗎?
    A
    是的，Omnichat的Social CDP提供客戶資料統一功能，可以幫助您整合來自不同渠道的客戶資料。
  • 語意近重複（被 Stage C 拒絕） 推理
    來源素材（點擊查看完整內容）
    • • 文件段落：Omnichat AI RAG.docx doc_know_4963 
      This chunk focuses on Omnichat's AI-powered support and marketing tools, emphasizing Omni AI's role in driving Timberland's 7x conversion rate. It also references WeChat integration and the company's media centre announcement about expanding with the Agentic AI Platform.

 results are generated automatically."

},

{

"url": "https://www.omnichat.ai/omni-ai",

"title": "Omni AI by Omnichat | AI-Powered Support, Sales & Marketing - Omnichat",

"content": "Timberland\nWith Omnichat, Timberland successfully directs online visitors to salespeople at physical stores and reach a 7x conversion rate.\n– JJ, Senior Marketing Manager of Timberland (Hong Kong and Taiwan)\nView More"

},

{

"url": "https://www.omnichat.ai/wechat",

"title": "WeChat｜Omnichat",

"content": "SMCP\nOur focus is on personalised 1-on-1 service, both pre- and post-sale, and on understanding our customers through data.\n— Howell Wong, Regional Director of Transformation and Operations of SMCP\nView More"

},

{

"url": "https://www.omnichat.ai/hk/hk-seminar-en",

"title": "Seminar | Oracle NetSuite x Omnichat",

"content": "Skip to content\nOmnichat Logo\nPlatforms\nChannels\nWhatsApp Business Platform (API)\nFacebook Messenger\nInstagram\nLINE\nWeChat\nTikTok\nWebsite Live Chat\nIntegrations\nSalesforce Integration\nEmarsys Integration\nHubSpot Integration\nMeta Ads Platform Integration\nProducts\nSolutions\nCustomer Service\nMarketing\nOMO Sales\nSocial CDP\nnew\nHuman Resources\nnew\nFeatures\nBroadcast\n...
    Q
    Omnichat 支援哪些平台呢？
    A
    Omnichat 支援多種平台，包括 WhatsApp Business、Facebook Messenger、Instagram、LINE、WeChat、TikTok 和網站即時聊天。
    原因
    • semantic duplicate of "Omnichat 支持什麼樣的操作系統?" (cosine=0.888 ≥ 0.8)
  • 語意近重複（被 Stage C 拒絕） 推理 第 2 次嘗試
    來源素材（點擊查看完整內容）
    • • 文件段落：Omnichat AI RAG.docx doc_know_4963 
      This chunk focuses on Omnichat's AI-powered support and marketing tools, emphasizing Omni AI's role in driving Timberland's 7x conversion rate. It also references WeChat integration and the company's media centre announcement about expanding with the Agentic AI Platform.

 results are generated automatically."

},

{

"url": "https://www.omnichat.ai/omni-ai",

"title": "Omni AI by Omnichat | AI-Powered Support, Sales & Marketing - Omnichat",

"content": "Timberland\nWith Omnichat, Timberland successfully directs online visitors to salespeople at physical stores and reach a 7x conversion rate.\n– JJ, Senior Marketing Manager of Timberland (Hong Kong and Taiwan)\nView More"

},

{

"url": "https://www.omnichat.ai/wechat",

"title": "WeChat｜Omnichat",

"content": "SMCP\nOur focus is on personalised 1-on-1 service, both pre- and post-sale, and on understanding our customers through data.\n— Howell Wong, Regional Director of Transformation and Operations of SMCP\nView More"

},

{

"url": "https://www.omnichat.ai/hk/hk-seminar-en",

"title": "Seminar | Oracle NetSuite x Omnichat",

"content": "Skip to content\nOmnichat Logo\nPlatforms\nChannels\nWhatsApp Business Platform (API)\nFacebook Messenger\nInstagram\nLINE\nWeChat\nTikTok\nWebsite Live Chat\nIntegrations\nSalesforce Integration\nEmarsys Integration\nHubSpot Integration\nMeta Ads Platform Integration\nProducts\nSolutions\nCustomer Service\nMarketing\nOMO Sales\nSocial CDP\nnew\nHuman Resources\nnew\nFeatures\nBroadcast\n...
    Q
    Omnichat 支援哪些平台?
    A
    Omnichat 支持多種平台，包括 WhatsApp Business、Facebook Messenger、Instagram、LINE、WeChat、TikTok 和網站即時聊天。
    原因
    • semantic duplicate of "Omnichat 支持什麼樣的操作系統?" (cosine=0.888 ≥ 0.8)
  • 語意近重複（被 Stage C 拒絕） 推理 第 3 次嘗試
    來源素材（點擊查看完整內容）
    • • 文件段落：Omnichat AI RAG.docx doc_know_4963 
      This chunk focuses on Omnichat's AI-powered support and marketing tools, emphasizing Omni AI's role in driving Timberland's 7x conversion rate. It also references WeChat integration and the company's media centre announcement about expanding with the Agentic AI Platform.

 results are generated automatically."

},

{

"url": "https://www.omnichat.ai/omni-ai",

"title": "Omni AI by Omnichat | AI-Powered Support, Sales & Marketing - Omnichat",

"content": "Timberland\nWith Omnichat, Timberland successfully directs online visitors to salespeople at physical stores and reach a 7x conversion rate.\n– JJ, Senior Marketing Manager of Timberland (Hong Kong and Taiwan)\nView More"

},

{

"url": "https://www.omnichat.ai/wechat",

"title": "WeChat｜Omnichat",

"content": "SMCP\nOur focus is on personalised 1-on-1 service, both pre- and post-sale, and on understanding our customers through data.\n— Howell Wong, Regional Director of Transformation and Operations of SMCP\nView More"

},

{

"url": "https://www.omnichat.ai/hk/hk-seminar-en",

"title": "Seminar | Oracle NetSuite x Omnichat",

"content": "Skip to content\nOmnichat Logo\nPlatforms\nChannels\nWhatsApp Business Platform (API)\nFacebook Messenger\nInstagram\nLINE\nWeChat\nTikTok\nWebsite Live Chat\nIntegrations\nSalesforce Integration\nEmarsys Integration\nHubSpot Integration\nMeta Ads Platform Integration\nProducts\nSolutions\nCustomer Service\nMarketing\nOMO Sales\nSocial CDP\nnew\nHuman Resources\nnew\nFeatures\nBroadcast\n...
    Q
    Omnichat可以用在哪些平台上?
    A
    Omnichat支持多種平台，包括WhatsApp Business、Facebook Messenger、Instagram、LINE、WeChat、TikTok和網站即時聊天。
    原因
    • semantic duplicate of "Omnichat 支持什麼樣的操作系統?" (cosine=0.866 ≥ 0.8)
  • Judge LLM 拒絕 disambiguation
    來源素材（點擊查看完整內容）
    • • 文件段落：Omnichat AI RAG.docx doc_know_4983 
      This chunk continues the Social CDP explanation in Chinese, describing how it differs from traditional CDP by focusing on real-time social channel applications. It includes FAQs comparing CDP with CRM and DMP, emphasizing Omnichat's ability to provide personalized marketing and sales services through data integration.

�家諮詢\n免費試用\n免費試用\n專家諮詢\n登入\n價格方案\n打破社群渠道邊界，創造\n個人化顧客輪廓。\n聯繫專人\n線上對話商務\nOMO全通路銷售\nSocial CDP\nSocial CDP 社群顧客資料平台\n資料搜集\n社群渠道資料：WhatsApp、Facebook、Instagram、LINE\n網站行為追蹤\n?\n購物行為追蹤\neCommerce 系統串接\n?\nCRM 系統串接\nPOS 系統串接\n比對分群\n比對顧客全渠道身份，整合為單一顧客輪廓\n顧客自訂屬性資料搜集與管理\n顧客活躍度分群\n顧客轉換潛力分群\n自動化旅程\n自動化顧客旅程，支援 LINE / WhatsApp\n產品瀏覽自動再行銷旅程\n購物車自動再行銷旅程\n重複購買自動化旅程\n其他客製自動化旅程\n成效追蹤\n社群互動追蹤\n網站行為追蹤\n全渠道購物紀錄整合\n跨渠道行銷轉換追蹤\n個人化旅程成效追蹤\n所有功能介紹請洽專員\n聯繫專人\n常見問題\nQ: Social CDP 是什麼？\nSocial CDP 與 CDP 相同
    • • 對話流程：Product Search 7151 
      Product Search

## 1. 觸發條件
- When a person ask about a product that is suitable

## 2. 資訊收集
### Type of Product — capture the kind of product they would like
- Type [text] (必填): Type of product

## 3. API 工具
1. search_products — 根據使用者需求從產品庫中搜尋並推薦相關產品
2. search_products_stock — 根據使用者需求呼叫電商 API 即時查詢商品資料，包含名稱、選項、價格、庫存等

## 4. 回覆規則
- System Role:
You are an expert e-commerce personal shopper and recommendation engine. Your goal is to analyze the user's request and the provided product catalog to suggest the best possible items.

Task Instructions:
Based on the user's query and the provided [Product Context], generate a product recommendation list following these exact rules:

Main Recommendations: Select exactly 3 products from the context whose descriptions best match the user's needs.

Sorting Rule: Evaluate the promotions for the 3 selected products. You must sort these 3 products so that the item with the most significant promotion or best current deal is placed at the very top (Product #1).

Promotions: Explicitly state any running promotions, discounts, or offers associated with each recommended product.

Direct Links: Include the direct URL linking to the product's website, strictly using the links provided in the context.

Cross-Sell ("Also Interested"): Recommend exactly 1 similar or complementary product under a dedicated "Are you also interested in...?" section. Include its promotion and link as well.

Output Format:
Please format your response using the following s...
    Q
    社群顧客資料平台的功能有什麼？
    A
    請問您想了解的是全渠道購物紀錄整合，還是跨渠道行銷轉換追蹤的功能呢？這兩個功能都有各自的應用場景和優勢。
    原因
    • The answer does not directly address the question about the functions of the Social CDP.
    • The answer introduces a question instead of providing a clear explanation of the functions.
    • Judge LLM 認為答案與資料來源有事實出入