AI Automation AI prompts
n8n/Make workflows, AI agents, backoffice automation and customer service automation. Best for building n8n/Make workflows that save hours per week, designing AI agents for research, support, or analysis, automating backoffice tasks like invoicing and reporting.
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3
Difficulty levels
Every prompt below is open. Copy it straight into ChatGPT, Claude, or Gemini.
Guide
AI automation guide
Open the guide that shows how this prompt category fits into a broader workflow.
Role path
Automation path
See how this category fits into a role-based AI workflow instead of using prompts in isolation.
Generator
Generate prompt variants
Use the prompt generator when you know the job to be done but not the exact prompt structure yet.
Course path
Course library
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Choose the closest workflow
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Filtered prompts
81 prompts match the current filters
Automated Customer Feedback Analysis and Action Pipeline
Build a system that collects customer feedback from multiple channels, analyzes sentiment and themes, and generates actionable improvement recommendations.
Best for
Transform raw customer feedback into prioritized action items that drive product and service improvements.
Automated Live Chat to Ticket Escalation System
Design a system that handles live chat conversations, detects when issues need escalation, creates support tickets with full context, and ensures smooth handoff.
Best for
Ensure complex chat conversations are seamlessly escalated to the right team with complete context, reducing resolution time and customer frustration.
Automated Customer Onboarding Email Sequence
Build a triggered email sequence that guides new customers through product setup, feature discovery, and first value achievement.
Best for
Increase new customer activation rates by delivering the right guidance at the right time based on their product usage.
Automated Customer Churn Prediction and Intervention
Design a system that identifies at-risk customers based on usage patterns, support interactions, and engagement signals, then triggers retention actions.
Best for
Proactively identify and intervene with at-risk customers before they churn, reducing churn rate by 25%.
Automated Multi-Language Support Response System
Build a system that detects customer language, routes to appropriate agents or translates responses, and maintains quality across languages.
Best for
Provide consistent support quality across multiple languages without requiring native speakers for every language.
Automated Customer Health Scoring and Account Reviews
Design a system that calculates customer health scores from multiple data sources, schedules account reviews, and generates review preparation materials.
Best for
Enable proactive customer success management with data-driven health scores and structured account review processes.
Automated Self-Service Knowledge Base Optimization
Build a system that analyzes support ticket topics to identify knowledge base gaps, suggests new articles, and measures self-service deflection rate.
Best for
Reduce support ticket volume by 30% through data-driven knowledge base improvements that address the most common customer questions.
Automated Customer Satisfaction Survey and Analysis
Design a system that triggers CSAT and NPS surveys at key touchpoints, analyzes responses, and generates improvement action plans.
Best for
Create a continuous feedback loop that captures customer sentiment at the right moments and drives measurable improvements.
Automated Support Ticket Quality Assurance Scoring
Build a system that automatically scores support ticket responses against quality criteria, identifies coaching opportunities, and generates QA reports.
Best for
Scale quality assurance from reviewing 2% of tickets to 100% with AI scoring, enabling consistent coaching and quality improvement.
Automated Customer Support Voice of Customer Program
Design a system that systematically captures, categorizes, and routes customer insights from support interactions to product, marketing, and leadership teams.
Best for
Create a structured VoC program that turns support conversations into actionable insights for product development and business strategy.
FAQ Automation for email parsing Support
A workflow specification, exception-handling table and acceptance test scenarios. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete āFAQ Automation for email parsing Supportā with a workflow specification, exception-handling table and acceptance test scenarios that can be checked against the supplied evidence.
CS Metrics for email parsing Automation
A workflow specification, exception-handling table and acceptance test scenarios. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete āCS Metrics for email parsing Automationā with a workflow specification, exception-handling table and acceptance test scenarios that can be checked against the supplied evidence.
AI Chatbot for inventory alerts Support
A workflow specification with trigger, input/output contract, action, exception, owner and verification. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete āAI Chatbot for inventory alerts Supportā with a workflow specification with trigger, input/output contract, action, exception, owner and verification that can be checked against the supplied evidence.
Response Templates for customer onboarding AI
A user-flow/copy specification and prioritized validation cases. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete āResponse Templates for customer onboarding AIā with a user-flow/copy specification and prioritized validation cases that can be checked against the supplied evidence.
Response Templates for appointment scheduling AI
A workflow specification with trigger, input/output contract, action, exception, owner and verification. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete āResponse Templates for appointment scheduling AIā with a workflow specification with trigger, input/output contract, action, exception, owner and verification that can be checked against the supplied evidence.
Ticket Routing for appointment scheduling Service
A workflow specification with trigger, input/output contract, action, exception, owner and verification. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete āTicket Routing for appointment scheduling Serviceā with a workflow specification with trigger, input/output contract, action, exception, owner and verification that can be checked against the supplied evidence.
CS Metrics for invoice processing Automation
A workflow specification, exception-handling table and acceptance test scenarios. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete āCS Metrics for invoice processing Automationā with a workflow specification, exception-handling table and acceptance test scenarios that can be checked against the supplied evidence.
Response Templates for inventory alerts AI
A workflow specification with trigger, input/output contract, action, exception, owner and verification. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete āResponse Templates for inventory alerts AIā with a workflow specification with trigger, input/output contract, action, exception, owner and verification that can be checked against the supplied evidence.
FAQ Automation for appointment scheduling Support
A workflow specification, exception-handling table and acceptance test scenarios. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete āFAQ Automation for appointment scheduling Supportā with a workflow specification, exception-handling table and acceptance test scenarios that can be checked against the supplied evidence.
Ticket Routing for email parsing Service
A workflow specification with trigger, input/output contract, action, exception, owner and verification. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete āTicket Routing for email parsing Serviceā with a workflow specification with trigger, input/output contract, action, exception, owner and verification that can be checked against the supplied evidence.
Ticket Routing for invoice processing Service
A workflow specification with trigger, input/output contract, action, exception, owner and verification. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete āTicket Routing for invoice processing Serviceā with a workflow specification with trigger, input/output contract, action, exception, owner and verification that can be checked against the supplied evidence.
CS Metrics for invoice processing Automation
A workflow specification, exception-handling table and acceptance test scenarios. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete āCS Metrics for invoice processing Automationā with a workflow specification, exception-handling table and acceptance test scenarios that can be checked against the supplied evidence.
Ticket Routing for inventory alerts Service
A workflow specification with trigger, input/output contract, action, exception, owner and verification. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete āTicket Routing for inventory alerts Serviceā with a workflow specification with trigger, input/output contract, action, exception, owner and verification that can be checked against the supplied evidence.
Escalation Logic for invoice processing Bot
A workflow specification with trigger, input/output contract, action, exception, owner and verification. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete āEscalation Logic for invoice processing Botā with a workflow specification with trigger, input/output contract, action, exception, owner and verification that can be checked against the supplied evidence.
Ticket Routing for report generation Service
An evidence table with finding, source, limitation, impact hypothesis, action and validation. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete āTicket Routing for report generation Serviceā with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
CS Automation for invoice processing Process
A workflow specification, exception-handling table and acceptance test scenarios. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete āCS Automation for invoice processing Processā with a workflow specification, exception-handling table and acceptance test scenarios that can be checked against the supplied evidence.
CS Automation for data sync Process
A workflow specification, exception-handling table and acceptance test scenarios. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete āCS Automation for data sync Processā with a workflow specification, exception-handling table and acceptance test scenarios that can be checked against the supplied evidence.
Sentiment Analysis for data sync Tickets
An evidence table with finding, source, limitation, impact hypothesis, action and validation. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete āSentiment Analysis for data sync Ticketsā with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
Response Templates for support ticket routing AI
A workflow specification with trigger, input/output contract, action, exception, owner and verification. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete āResponse Templates for support ticket routing AIā with a workflow specification with trigger, input/output contract, action, exception, owner and verification that can be checked against the supplied evidence.
Sentiment Analysis for appointment scheduling Tickets
An evidence table with finding, source, limitation, impact hypothesis, action and validation. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete āSentiment Analysis for appointment scheduling Ticketsā with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
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Related categories
Explore adjacent prompt libraries that support ai automation workflows.
Programming & Dev
Code, debugging, architecture, DevOps and AI-powered development
Personal Productivity
Organization, automation, focus, efficient meetings and decision-making
Email Marketing
Newsletters, automation, sequences and list segmentation
Customer Service
Scripts, complaints, FAQ, satisfaction surveys and post-sale support
How to use AI Automation prompts well
Start with the prompt closest to your workflow, replace any placeholders with your own context, and tell the model what a good output looks like. The fastest improvement usually comes from clearer context, tighter constraints, and a more specific deliverable.
This category is especially useful for building n8n/Make workflows that save hours per week. Treat the prompt as the execution layer, then refine it into a reusable workflow once you know it solves a real recurring problem.