{"product_id":"ai-student-helpdesk-n8n-workflow-openai-sheets-slack-gmail","title":"AI Student Helpdesk n8n Workflow: OpenAI, Sheets, Slack, Gmail","description":"\u003ch3\u003eTurn student questions into instant answers—and escalate when it matters\u003c\/h3\u003e\n\u003cp\u003eThe \u003cstrong\u003eAI Student Helpdesk n8n Workflow\u003c\/strong\u003e automatically responds to incoming student chat messages using \u003cstrong\u003eOpenAI\u003c\/strong\u003e + a \u003cstrong\u003eGoogle Sheets\u003c\/strong\u003e knowledge base, logs every conversation, escalates unresolved or distressed cases to \u003cstrong\u003eSlack\u003c\/strong\u003e, and emails a weekly metrics report via \u003cstrong\u003eGmail\u003c\/strong\u003e.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eReceives student messages\u003c\/strong\u003e through an n8n \u003cem\u003eChat trigger\u003c\/em\u003e, extracting \u003cstrong\u003esession ID\u003c\/strong\u003e, \u003cstrong\u003estudent name\u003c\/strong\u003e, and \u003cstrong\u003emessage text\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eMaintains conversation context\u003c\/strong\u003e by building\/updating a per-session conversation history and turn count across messages.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eUses a Google Sheets knowledge base\u003c\/strong\u003e to fetch Q\u0026amp;A entries and format them into prompt-ready context.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eGenerates a constrained reply with OpenAI\u003c\/strong\u003e (gpt-4o-mini) using the student message, conversation history, and knowledge base.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eDetects unresolved or distressed signals\u003c\/strong\u003e in the AI reply; escalates to \u003cstrong\u003eSlack\u003c\/strong\u003e when the student appears distressed or when the issue remains unresolved after \u003cstrong\u003etwo turns\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eLogs outcomes to Google Sheets\u003c\/strong\u003e: appends each exchange to a conversation log and records unresolved questions to a dedicated \u003cstrong\u003e“FAQ Gaps”\u003c\/strong\u003e sheet for knowledge base updates.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eEmails weekly metrics\u003c\/strong\u003e every Monday at \u003cstrong\u003e9 AM\u003c\/strong\u003e by reading the conversation log from Google Sheets, calculating metrics, and sending an \u003cstrong\u003eHTML report\u003c\/strong\u003e to the admin using \u003cstrong\u003eGmail\u003c\/strong\u003e.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eSaaS or education teams that want an \u003cstrong\u003eAI-powered helpdesk\u003c\/strong\u003e for student support inquiries.\u003c\/li\u003e\n  \u003cli\u003eOperators who need \u003cstrong\u003econversation logging\u003c\/strong\u003e and \u003cstrong\u003eFAQ gap tracking\u003c\/strong\u003e to continuously improve coverage.\u003c\/li\u003e\n  \u003cli\u003eSupport workflows that must \u003cstrong\u003eescalate urgently\u003c\/strong\u003e (distressed signals) and still measure weekly performance.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eIntegrations\u003c\/strong\u003e: Google Sheets, OpenAI, Slack, Gmail (OAuth2 credentials).\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eWorkflow logic\u003c\/strong\u003e: conversation history per session, AI response evaluation for unresolved\/distressed markers, and escalation rules after two turns.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eKey node types referenced\u003c\/strong\u003e: if, code, merge, slack, gmail, sticky note.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cem\u003eSetup includes adding credentials for Google Sheets (OAuth2), OpenAI (API key), Slack (OAuth2), and Gmail (OAuth2), and creating a Google Sheets spreadsheet with tabs for the knowledge base (and supporting sheets like “FAQ Gaps” and the conversation log).\u003c\/em\u003e\u003c\/p\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":45862248054963,"sku":"N8N-18323","price":42.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/wSn9JeueKBVUJZ6U2wuan_0ff3E1Bp.png?v=1786957649","url":"https:\/\/buyflowscripts.com\/products\/ai-student-helpdesk-n8n-workflow-openai-sheets-slack-gmail","provider":"N8N Commerce","version":"1.0","type":"link"}