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Automatic reminders for follow-ups with AI and human in the loop Gmail

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Open on n8n.io

Important notice

This workflow is provided as-is. Please review and test before using in production.

1. Workflow Overview

This n8n template extends the idea of follow up reminders by having an AI agent suggest and book the next call or message to re engage prospects which have been ignored. What makes this template pa...

Best for

  • Lead Nurturing automation workflows
  • AI Chatbot automation workflows
  • advanced n8n builders looking for reusable templates

Tools used

n8n-nodes-base.scheduletrigger, n8n-nodes-base.googlecalendar, n8n-nodes-base.splitinbatches, n8n-nodes-base.set, n8n-nodes-base.filter, n8n-nodes-base.gmail, @n8n/n8n-nodes-langchain.outputparserstructured, n8n-nodes-base.googlecalendartool

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Jimleuk.

Original n8n.io source

1.1 Workflow description

Title
Automatic reminders for follow-ups with AI and human in the loop Gmail
Workflow name
Automatic reminders for follow-ups with AI and human in the loop Gmail

This n8n template extends the idea of follow-up reminders by having an AI agent suggest and book the next call or message to re-engage prospects which have been ignored.

What makes this template particularly interesting and actually usable is that it uses the Human-in-the-loop approach to wait for a user's approval before actually making the booking or otherwise not if the user declined.

A twist on a traditional idea where we can reduce the number of actionable tasks a human has to make by delegating them to AI.

How it works

  • A scheduled trigger checks your google calendar for sales meetings which happened a few days ago.
  • For each event, gmail search is used to figure out if a follow-up message has been sent or received from the other party since the meeting. If none, it might mean the user needs a reminder to follow-up.
  • For leads applicable for follow-up, we first get an AI Agent to find available meeting slots in the calendar.
  • These slots and reminder are sent to the user via send-and-approval mode of the gmail node. The user replies in natural language either picking a slot, suggesting an entirely new slot or declines the request.
  • When accepted, another AI Agent books the meeting in the calendar with the proposed dates and lead.
  • When declined, no action is taken.

How to use

  • Update all calendar nodes (+subnodes) to point to the right calendar. If this is a shared-purpose calendar, you may need to either filter or create a new calendar.
  • Update the gmail nodes to point to the right accounts.

Requirements

  • Google OAuth for Email and Calendar
  • OpenAI for LLM

Customising the template

  • Not using Google? Swap out for Microsoft Outlook/Calendar or something else.
  • Try swapping out or adding in additional send-for-approval methods such as telegram or whatsapp.

1.2 Logical Blocks

This catalog entry is organized from the workflow JSON. The node-level section below shows the executable blocks available for review before importing the template.

2. Block-by-Block Analysis

Block 1 - Schedule Trigger

Type / Role
n8n-nodes-base.scheduleTrigger - scheduleTrigger
Config choices
Version 1.2

Block 2 - Get Past Events

Type / Role
n8n-nodes-base.googleCalendar - googleCalendar
Config choices
Version 1.3

Block 3 - Loop Over Items

Type / Role
n8n-nodes-base.splitInBatches - splitInBatches
Config choices
Version 3

Block 4 - Flag to Follow Up

Type / Role
n8n-nodes-base.set - set
Config choices
Version 3.4

Block 5 - Only Follow Ups

Type / Role
n8n-nodes-base.filter - filter
Config choices
Version 2.2

Block 6 - Get Emails Since

Type / Role
n8n-nodes-base.gmail - gmail
Config choices
Version 2.1

Block 7 - Output

Type / Role
@n8n/n8n-nodes-langchain.outputParserStructured - outputParserStructured
Config choices
Version 1.2

Block 8 - Availability

Type / Role
n8n-nodes-base.googleCalendarTool - googleCalendarTool
Config choices
Version 1.3

Block 9 - Model

Type / Role
@n8n/n8n-nodes-langchain.lmChatOpenAi - lmChatOpenAi
Config choices
Version 1.2

Block 10 - Meeting Availability Agent

Type / Role
@n8n/n8n-nodes-langchain.agent - agent
Config choices
Version 1.7

Block 11 - Generate Message

Type / Role
n8n-nodes-base.set - set
Config choices
Version 3.4

Block 12 - Meetings

Type / Role
n8n-nodes-base.googleCalendarTool - googleCalendarTool
Config choices
Version 1.3

Block 13 - Model1

Type / Role
@n8n/n8n-nodes-langchain.lmChatOpenAi - lmChatOpenAi
Config choices
Version 1.2

Block 14 - Meeting Booking Agent

Type / Role
@n8n/n8n-nodes-langchain.agent - agent
Config choices
Version 1.7

Block 15 - Mark as Seen

Type / Role
n8n-nodes-base.removeDuplicates - removeDuplicates
Config choices
Version 2

Block 16 - Sticky Note

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 17 - Sticky Note1

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 18 - Sticky Note2

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 19 - Sticky Note3

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 20 - Sticky Note4

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 21 - Sticky Note5

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 22 - Send for Human Approval

Type / Role
n8n-nodes-base.gmail - gmail
Config choices
Version 2.1

3. Summary Table

Workflow Automatic reminders for follow-ups with AI and human in the loop Gmail
Complexity advanced
Nodes 22
Categories Lead Nurturing, AI Chatbot
Author Jimleuk
Published 10 Mar 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/3123/3123.json as the source template for this automation.

  2. 2. Import the template into n8n

    Open n8n, import the downloaded JSON, and review each node before activating the workflow.

  3. 3. Configure credentials and variables

    Replace placeholder credentials, API keys, webhook URLs, account IDs, and environment-specific values with your own settings.

  4. 4. Test with sample data

    Run the workflow manually or in a staging workspace, inspect node output, and confirm downstream systems receive the expected data.

  5. 5. Activate and monitor

    Enable the workflow only after testing, then monitor executions, errors, and rate limits during the first production runs.

5. General Notes & Resources

Review imported nodes carefully before activation. This catalog entry is intended to help you inspect the workflow structure, understand required services, and find related templates faster.

Node names, credentials, schedules, webhook paths, and external service limits may need adjustment for your workspace.

Frequently asked questions

What does Automatic reminders for follow-ups with AI and human in the loop Gmail do?

This n8n template extends the idea of follow up reminders by having an AI agent suggest and book the next call or message to re engage prospects which have been ignored. What makes this template pa...

What do I need before importing this workflow?

Review the workflow JSON, configure any required credentials in n8n, and test the automation in a safe workspace before using it in production.

Can I customize this workflow?

Yes. Use the block-by-block analysis and the downloadable JSON to inspect each node, then adjust credentials, prompts, schedules, filters, or destinations for your Lead Nurturing, AI Chatbot use case.