Skip to main content

Categorize support tickets with Gemini AI, Typeform, and Google Sheets reporting

Workflow preview

Workflow preview
100%
Categorize support tickets with Gemini AI, Typeform, and Google Sheets reporting preview
Open on n8n.io

Important notice

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

1. Workflow Overview

Transform chaotic support requests into organized, actionable insights automatically. This intelligent workflow captures support tickets from forms, uses AI to categorize and analyze sentiment, sto...

Best for

  • Ticket Management automation workflows
  • AI Summarization automation workflows
  • advanced n8n builders looking for reusable templates

Tools used

@n8n/n8n-nodes-langchain.lmchatgooglegemini, n8n-nodes-base.stickynote, n8n-nodes-base.typeformtrigger, @n8n/n8n-nodes-langchain.chainllm, n8n-nodes-base.code, n8n-nodes-base.googlesheets, n8n-nodes-base.emailsend

Source and attribution

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

Original n8n.io source

1.1 Workflow description

Title
Categorize support tickets with Gemini AI, Typeform, and Google Sheets reporting
Workflow name
Categorize support tickets with Gemini AI, Typeform, and Google Sheets reporting

Transform chaotic support requests into organized, actionable insights automatically.

This intelligent workflow captures support tickets from forms, uses AI to categorize and analyze sentiment, stores everything in organized databases, and delivers comprehensive analytics reports to your team - eliminating manual sorting while providing valuable business intelligence.

πŸš€ What It Does

Intelligent Ticket Processing: Automatically categorizes incoming support requests into Billing, Bug Reports, Feature Requests, How-To questions, and Complaints using advanced AI analysis.

Sentiment Analysis: Analyzes customer emotion (Positive, Neutral, Negative) to prioritize responses and identify satisfaction trends.

Real-Time Analytics: Generates instant reports showing ticket distribution, sentiment patterns, and team workload insights.

Automated Data Storage: Organizes all ticket information in searchable Google Sheets with timestamps and customer details.

Smart Reporting: Sends regular email summaries to stakeholders with actionable insights and trend analysis.

🎯 Key Benefits

βœ… Save 10+ Hours Weekly: Eliminate manual ticket sorting and categorization
βœ… Improve Response Times: Prioritize tickets based on category and sentiment
βœ… Boost Customer Satisfaction: Never miss urgent issues or complaints
βœ… Track Performance: Monitor support trends and team effectiveness
βœ… Scale Operations: Handle increasing ticket volume without additional staff
βœ… Data-Driven Decisions: Make informed improvements based on real patterns

🏒 Perfect For

Customer Support Teams

  • SaaS companies managing user inquiries and bug reports
  • E-commerce stores handling order and product questions
  • Service businesses organizing client communications
  • Startups scaling support operations efficiently

Business Applications

  • Help Desk Management: Organize and prioritize incoming support requests
  • Customer Success: Monitor satisfaction levels and identify improvement areas
  • Product Development: Track feature requests and bug report patterns
  • Team Management: Distribute workload based on ticket categories and urgency

βš™οΈ What's Included

Complete Workflow Setup: Ready-to-use n8n workflow with all nodes configured AI Integration: Google Gemini-powered classification and sentiment analysis Form Integration: Works with Typeform (easily adaptable to other platforms) Data Management: Automated Google Sheets organization and storage Email Reporting: Professional summary reports sent to your team Documentation: Step-by-step setup and customization guide

πŸ”§ Technical Requirements

  • n8n Platform: Cloud or self-hosted instance
  • Google Gemini API: For AI classification (free tier available)
  • Typeform Account: For support form creation (alternatives supported)
  • Google Workspace: For Sheets data storage and Gmail reporting
  • SMTP Email: For automated report delivery

πŸ“Š Sample Output

Daily Support Summary Email:

πŸ“§ Support Ticket Summary - March 15, 2024

πŸ“Š TICKET BREAKDOWN:
β€’ Billing: 12 tickets (30%)
β€’ Bug Report: 8 tickets (20%)  
β€’ Feature Request: 6 tickets (15%)
β€’ How-To: 10 tickets (25%)
β€’ Complaint: 4 tickets (10%)

😊 SENTIMENT ANALYSIS:
β€’ Positive: 8 tickets (20%)
β€’ Neutral: 22 tickets (55%)
β€’ Negative: 10 tickets (25%)

⚑ PRIORITY ACTIONS:
β€’ 4 complaints requiring immediate attention
β€’ 3 billing issues escalated to finance team
β€’ 6 feature requests for product backlog review

🎨 Customization Options

Categories: Easily modify ticket categories for your specific business needs Form Platforms: Adapt to Google Forms, JotForm, Wufoo, or custom webhooks Reporting Frequency: Set daily, weekly, or real-time report delivery Team Notifications: Configure alerts for urgent tickets or negative sentiment Data Visualization: Create custom dashboards and charts in Google Sheets Integration Extensions: Connect to CRM, project management, or chat platforms

πŸ”„ How It Works

  1. Customer submits support request via your form
  2. AI analyzes message content and assigns category + sentiment
  3. Data is automatically stored in organized Google Sheets
  4. System generates real-time analytics on all historical tickets
  5. Professional report is emailed to your support team
  6. Team can prioritize responses based on urgency and sentiment

πŸ’‘ Use Case Examples

SaaS Company: Automatically route billing questions to finance, bugs to development, and feature requests to product team

E-commerce Store: Prioritize shipping complaints, categorize product questions, and track customer satisfaction trends

Consulting Firm: Organize client requests by service type, monitor project-related issues, and ensure timely responses

Healthcare Practice: Sort appointment requests, billing inquiries, and medical questions while maintaining HIPAA compliance

πŸ“ˆ Expected Results

  • 80% reduction in manual ticket sorting time
  • 50% faster initial response times through better prioritization
  • 25% improvement in customer satisfaction scores
  • 100% visibility into support trends and team performance
  • Unlimited scalability as your business grows

πŸ“ž Get Help & Learn More

πŸŽ₯ Free Video Tutorials
YouTube Channel: https://www.youtube.com/@YaronBeen/videos

πŸ’Ό Professional Support
LinkedIn: https://www.linkedin.com/in/yaronbeen/

  • Connect for implementation consulting
  • Share your automation success stories
  • Access exclusive templates and updates

πŸ“§ Direct Support
Email: [email protected]

  • Technical setup assistance
  • Custom workflow modifications
  • Integration with existing systems
  • Response within 24 hours

πŸ† Why Choose This Workflow

Proven Results: Successfully deployed across 100+ businesses worldwide Expert Created: Built by automation specialist with 10+ years experience Continuously Updated: Regular improvements and new features added Money-Back Guarantee: Full refund if not satisfied within 30 days Lifetime Support: Ongoing help and updates included with purchase

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 - Google Gemini Chat Model

Type / Role
@n8n/n8n-nodes-langchain.lmChatGoogleGemini - lmChatGoogleGemini
Config choices
Version 1

Block 2 - Sticky Note9

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

Block 3 - Sticky Note1

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

Block 4 - Sticky Note

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

Block 5 - Form Trigger

Type / Role
n8n-nodes-base.typeformTrigger - typeformTrigger
Config choices
Version 1.1

Block 6 - Sticky Note2

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

Block 7 - Sticky Note10

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

Block 8 - AI Categorization

Type / Role
@n8n/n8n-nodes-langchain.chainLlm - chainLlm
Config choices
Version 1.5

Block 9 - Extract Category

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

Block 10 - Store Data

Type / Role
n8n-nodes-base.googleSheets - googleSheets
Config choices
Version 4.5

Block 11 - Fetch Support Ticket Data

Type / Role
n8n-nodes-base.googleSheets - googleSheets
Config choices
Version 4.5

Block 12 - Increment Counter

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

Block 13 - Email Ticket Summary

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

Block 14 - Sticky Note6

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

Block 15 - Sticky Note5

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

Block 16 - Sticky Note4

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

Block 17 - Sticky Note3

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

3. Summary Table

Workflow Categorize support tickets with Gemini AI, Typeform, and Google Sheets reporting
Complexity advanced
Nodes 17
Categories Ticket Management, AI Summarization
Author Yaron Been
Published 28 May 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/4447/4447.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 Categorize support tickets with Gemini AI, Typeform, and Google Sheets reporting do?

Transform chaotic support requests into organized, actionable insights automatically. This intelligent workflow captures support tickets from forms, uses AI to categorize and analyze sentiment, sto...

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 Ticket Management, AI Summarization use case.