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ExpertPremiumAI AgentsChat trigger22 nodes

Reply to user questions with Google Sheets

Answers live in a chat window across Google Sheets and Slack, hands the decision to an AI agent with its own tools, then branches on the check before anything is written. Built for task automation, around a "Normalize Request Payload" step, in 22 documented nodes.

Reply to user questions automatically for Task Automation . An original, ready-to-import n8n workflow built around the 'Chatbot Responder' pattern for AI & automation. It starts from a chat message and orchestrates 22 nodes using core n8n nodes. 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 Slack in step for task automation, without anyone re-typing a row
  • Safe to re-run: records already in Google Sheets or Slack are skipped, across all 22 nodes of this task-automation build
  • A failed Google Sheets or Slack call is retried rather than dropped, at any of the 22 nodes in this task-automation build
  • Branches rejoin before Google Sheets, so a task-automation run reports once rather than 22 times
  • The task-automation AI step is isolated from Google Sheets, so models swap without touching the other 22 nodes

Use cases

  • Teams keeping Google Sheets and Slack aligned by hand for task automation
  • Task automation work that needs a judgement call per item before it reaches Google Sheets
  • Task-automation conversations in Google Sheets you would rather not staff around the clock
  • Task automation work where "Normalize Request Payload" is still a manual step before Google Sheets

Integrations

Google SheetsSlackGoogle Gemini

Workflow preview (22 nodes)

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

When Chat Message Recei…Chat TriggerNormalize Request Paylo…CodeReason & Act (AI Agent)AgentGoogle Gemini Chat ModelLm Chat Google GeminiSearch Reference WikiTool WikipediaCustom Logic ToolTool CodeConversation MemoryMemory Buffer WindowShape Agent OutputSetConfident Enough?IfDeliver Answer + Log to…Google SheetsEscalate to Human QueueSlackJoin OutcomesMergeFingerprint for Idempot…CodeDrop Already-Processed …Remove DuplicatesLoad Previous SnapshotGoogle SheetsCompute Drift vs Snapsh…CodeSummarize Run StatsSetAppend Audit Row (Googl…Google SheetsSend Summary to SlackSlackCapture Failure ContextSetEscalate Failure to Sla…SlackPark in Dead-Letter Que…Google Sheets

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.

AgentChat TriggerCodeGoogle SheetsIfLm Chat Google GeminiMemory Buffer WindowMergeRemove DuplicatesSetSlackTool CodeTool Wikipedia

Agent tools included (2)

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.

  • Custom Logic Tool · Custom code
  • Search Reference Wiki · Wikipedia

Conversation memory is attached, so the agent carries earlier turns of a session.

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.

  • Handling a live chat trigger and keeping per-session conversation memory
  • Handling a live chat trigger and shaping each reply before it is sent
  • Escalating to a human when the bot cannot answer

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, 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.