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IntermediateProfessionalCustomer Support AutomationWebhook trigger18 nodes

Classify support tickets for auto-reply

Fires the moment a webhook arrives across Google Sheets, Gmail and Slack, classifies each item with a language model, then branches on the check before anything is written. Built for auto-reply, around a "Stamp & Shape Ticket" step, in 18 documented nodes.

Classify support tickets with Google Sheets and Gmail in real time. An original, ready-to-import n8n workflow built around the 'Ticket Triage' pattern for customer support. It fires on a webhook and orchestrates 18 nodes across Google Sheets, Gmail, Slack. It uses n8n's LangChain AI nodes (Agent/Chain + chat model). Retry-on-fail is enabled on external calls. Import the JSON, add your credentials, and adapt the parameters. What used to take a morning now runs on its own.

Key benefits

  • Keeps Google Sheets and Gmail in step for auto-reply, without anyone re-typing a row
  • A failed Google Sheets or Gmail call is retried rather than dropped, at any of the 18 nodes in this auto-reply build
  • Branches rejoin before Google Sheets, so a auto-reply run reports once rather than 18 times
  • Fans the same result out to Slack in the same run, for auto-reply
  • Pinned sample data ships with it — run all 18 nodes for auto-reply before wiring Google Sheets

Use cases

  • Teams keeping Google Sheets and Gmail aligned by hand for auto-reply
  • Pushing auto-reply events into Google Sheets and Gmail the moment they land, not on the next poll
  • Auto-reply work where "Stamp & Shape Ticket" is still a manual step before Google Sheets
  • Auto-reply work that only reaches Google Sheets when a webhook arrives, when someone remembers to start it

Integrations

Google SheetsGmailSlackGoogle Gemini

Workflow preview (18 nodes)

The template's actual node layout and connections. Node parameters and credential slots unlock with the download.

Receive Inbound WebhookWebhookStamp & Shape TicketSetPayload Valid?IfRecord Rejected InputGoogle SheetsClassify with AIText ClassifierGoogle Gemini Chat ModelLm Chat Google GeminiStore as P1Google SheetsStore as P2Google SheetsStore as P3Google SheetsAlert Slack — OtherSlackReunite BranchesMergeSort Tickets Newest Fir…SortTag Pipeline MetadataSetSummarize Run StatsSetAppend Audit Row (Googl…Google SheetsSend Summary to GmailGmailCapture Failure ContextSetEscalate Failure to Gma…Gmail

What's inside (18 nodes)

A look at the node types this workflow uses. No purchase required — full parameters and credentials are yours after you buy.

GmailGoogle SheetsIfLm Chat Google GeminiMergeSetSlackSortText ClassifierWebhook

From download to running in 3 steps

  1. 1
    Import. In n8n, open Workflows → menu → “Import from File” and pick the downloaded JSON.
  2. 2
    Connect. Add your own credentials on the app nodes - n8n highlights exactly which ones need them.
  3. 3
    Activate. Run it once to test, then toggle Active. The automation is live.

What you'll learn

Advanced level

Adds branching depth and audit logging on top of the core pattern.

  • Classifying tickets with an LLM instead of keyword rules
  • Routing each class to the right queue or owner
  • Moving data between Google Sheets, Slack and Gmail in a single run

Every node carries its own documentation on the canvas, plus notes explaining why the architecture was built this way, a credential setup guide, troubleshooting, and three practice exercises. Sample data comes pinned to the trigger, so you can hit Execute and watch data flow before connecting a single account.

Common questions

What exactly do I get?

The complete, ready-to-import n8n workflow as a JSON file, delivered instantly after payment. Import it into your own n8n (cloud or self-hosted), add your credentials, and it runs.

How do I import it into n8n?

In n8n, open Workflows, click the three-dot menu, choose “Import from File”, and select the downloaded JSON. Then connect your own app credentials on the highlighted nodes.

Do I need anything else for it to work?

You need your own n8n instance and accounts/credentials for the apps this workflow connects to (Google Sheets, Gmail, Slack). No coding is required.

What if it doesn't work for me?

If the file is faulty, won't import, or isn't as described, contact us within 7 days and we'll fix it or refund you - see our refund policy.

Can I modify or resell it?

You can freely adapt and use it in your own or your clients' projects. Reselling or redistributing the template file itself is not permitted.

Original n8n workflow template created and owned by WorkflowCrate. After purchase you receive the ready-to-import JSON file and a license to use and adapt it in your own projects.