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AdvancedPremiumAI AgentsWebhook trigger23 nodes

Distill long emails with Google Sheets & Gmail

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 multi-tool agent, around a "Stamp & Shape Request" step, in 23 documented nodes.

Distill long emails with Google Sheets and Gmail on autopilot. An original, ready-to-import n8n workflow built around the 'AI Summarize & Route' pattern for AI & automation. It fires on a webhook and orchestrates 23 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. Your team sees the right data at the right time.

Key benefits

  • Keeps Google Sheets and Gmail in step for multi-tool agent, without anyone re-typing a row
  • Safe to re-run: records already in Google Sheets or Gmail are skipped, across all 23 nodes of this multi-tool-agent build
  • A failed Google Sheets or Gmail call is retried rather than dropped, at any of the 23 nodes in this multi-tool-agent build
  • Branches rejoin before Google Sheets, so a multi-tool-agent run reports once rather than 23 times
  • Fans the same result out to Slack in the same run, for multi-tool agent

Use cases

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

Integrations

Google SheetsGmailSlackHTTP / REST APIGoogle Gemini

Workflow preview (23 nodes)

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

Receive Inbound WebhookWebhookStamp & Shape RequestSetPayload Valid?IfRecord Rejected InputGoogle SheetsClassify with AIText ClassifierGoogle Gemini Chat ModelLm Chat Google GeminiStore as UrgentGoogle SheetsStore as RoutineGoogle SheetsStore as FYIGoogle SheetsAlert Gmail — OtherGmailReunite BranchesMergeFingerprint for Idempot…CodeDrop Already-Processed …Remove DuplicatesSerialize Run Output (C…Convert To FileArchive Row SnapshotGoogle SheetsEnrich with Reference D…Http RequestFold In Enrichment Fiel…SetSummarize Run StatsSetAppend Audit Row (Googl…Google SheetsSend Summary to SlackSlackCapture Failure ContextSetEscalate Failure to Gma…GmailPark in Dead-Letter Que…Google Sheets

What's inside (23 nodes)

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

CodeConvert To FileGmailGoogle SheetsHttp RequestIfLm Chat Google GeminiMergeRemove DuplicatesSetSlackText 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

Production level

Production-grade: idempotency, dead-letter handling, and reconciliation included.

  • Classifying text with a Text Classifier and acting on the label
  • Routing classified output into separate action branches
  • Rejoining parallel branches with Merge so the run reports once

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, HTTP / REST API). 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.