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AdvancedPremiumCustomer Support AutomationWebhook trigger22 nodes

Digest long emails for feedback

Fires the moment a webhook arrives across Slack, Google Sheets and Airtable, hands the decision to an AI agent with its own tools, then branches on the check before anything is written. Built for feedback, around a "Stamp & Shape Ticket" step, in 22 documented nodes.

Digest long emails with Airtable and Telegram in real time. An original, ready-to-import n8n workflow built around the 'AI Summarize & Route' pattern for customer support. It fires on a webhook and orchestrates 22 nodes across Slack, Google Sheets, Airtable. 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. The result is a hands-off process that just works.

Key benefits

  • Keeps Slack and Google Sheets in step for feedback, without anyone re-typing a row
  • A failed Slack or Google Sheets call is retried rather than dropped, at any of the 22 nodes in this feedback build
  • Branches rejoin before Slack, so a feedback run reports once rather than 22 times
  • Every feedback run leaves an audit row behind, alongside Slack
  • The feedback AI step is isolated from Slack, so models swap without touching the other 22 nodes

Use cases

  • Teams keeping Slack and Google Sheets aligned by hand for feedback
  • Feedback work that needs a judgement call per item before it reaches Slack
  • Pushing feedback events into Slack and Google Sheets the moment they land, not on the next poll
  • Feedback work where "Stamp & Shape Ticket" is still a manual step before Slack

Integrations

SlackGoogle SheetsAirtableHTTP / REST APITelegramGoogle Gemini

Workflow preview (22 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 InputAirtableReason & Act (AI Agent)AgentGoogle Gemini Chat ModelLm Chat Google GeminiThink It ThroughTool ThinkRun CalculationsTool CalculatorLookup API DataTool Http RequestShape Agent OutputSetConfident Enough?IfDeliver Answer + Log to…Google SheetsEscalate to Human QueueSlackJoin OutcomesMergeStamp Completion TimeDate TimePersist Run MetadataExecution DataSummarize Run StatsSetAppend Audit Row (Googl…Google SheetsSend Summary to TelegramTelegramCapture Failure ContextSetEscalate Failure to Sla…SlackPark in Dead-Letter Que…Airtable

What's inside (22 nodes)

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

AgentAirtableDate TimeExecution DataGoogle SheetsIfLm Chat Google GeminiMergeSetSlackTelegramTool CalculatorTool Http RequestTool ThinkWebhook

Agent tools included (3)

An AI Agent is only as capable as the tools wired into it. These are read from the template's own graph — every one is a real node in the file you download.

  • Lookup API Data · HTTP request
  • Run Calculations · Calculator
  • Think It Through · Scratchpad reasoning

This agent runs without conversation memory - each run starts from the incoming request.

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.

  • Routing classified output into separate action branches
  • Rejoining parallel branches with Merge so the run reports once
  • Moving data between Airtable, Google Sheets and Slack 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 (Slack, Google Sheets, Airtable, 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.