Recipes / Support

Reliability 4/5

Support inbox triage with FAQ-grounded drafts

Classifies support emails, logs tickets to Sheets, Slack-alerts urgent complaints, and saves FAQ-grounded reply drafts (never auto-sent).

Helpdesk first-pass triagen8n + Gmail + Google Sheets + OpenAI
Cost afterOpenAI API usage + n8n; free template
SetupEasy · Not reported
Time savedNot reported
SkillBeginner

App vs bot, side by side

Old app vs bot
Old app / habitBot
ToolHelpdesk first-pass triagen8n + Gmail + Google Sheets + OpenAI
Monthly costNot reportedOpenAI API usage + n8n; free template
SetupNone (already in use)Not reported · Beginner
Your timeBaselineNot reported
MaintenanceHandled by vendor/you as beforeKeep FAQ/knowledge text current.
PrivacyData stays with the app vendorEmail content is sent to the LLM provider (e.g. OpenAI). Needs Gmail OAuth access to read, label and draft.

Full comparison

ReplacesHelpdesk first-pass triage
Bot / agent stackn8n + Gmail + Google Sheets + OpenAI
Monthly cost beforeNot reported
Monthly cost afterOpenAI API usage + n8n; free template
Setup timeNot reported
Time savedNot reported
Skill levelBeginner
Reliability4/5: drafts only, a human always presses Send.
MaintenanceKeep FAQ/knowledge text current.
Privacy & dataEmail content is sent to the LLM provider (e.g. OpenAI). Needs Gmail OAuth access to read, label and draft.
Best forSmall support inboxes
Not forTeams already on a helpdesk with SLAs

Pros and cons

Pros

  • Never auto-sends
  • Ticket log in Sheets
  • Slack alerts for urgent complaints

Cons

  • Polls every minute (API usage)
  • Draft quality depends on your FAQ

How it works

  1. Connect Gmail
  2. Write FAQ/business info
  3. Add OpenAI credential
  4. Create log sheet
  5. Activate

Source and evidence

Human-in-the-loop by design: drafts only.

Read the original Template source ↗

“Not reported” means the source doesn't say. We never fill gaps with guesses. Numbers marked “per author” or “vendor claim” are the source's own and weren't independently tested. Source re-checked 2026-10-15.

Plain-text summary (for search and AI assistants)

Support inbox triage with FAQ-grounded drafts. Replaces Helpdesk first-pass triage with n8n + Gmail + Google Sheets + OpenAI. Cost before: Not reported. Cost after: OpenAI API usage + n8n; free template. Setup: Not reported, Beginner. Time saved: Not reported. Reliability 4/5: 4/5: drafts only, a human always presses Send. Best for: Small support inboxes. Not for: Teams already on a helpdesk with SLAs. Source: https://n8n.io/workflows/18047-triage-support-emails-and-draft-ai-replies-with-gmail-google-sheets-and-openai/

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