Customer Service AI prompts
Scripts, complaints, FAQ, satisfaction surveys and post-sale support. Best for support replies, escalations, and complaint handling, standardizing service quality across channels, reducing response time without sounding robotic.
388
In this category
All of them
Free to copy
5
Subcategories
3
Difficulty levels
Every prompt below is open. Copy it straight into ChatGPT, Claude, or Gemini.
Guide
Sales guide
Open the guide that shows how this prompt category fits into a broader workflow.
Role path
Support 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
Move into structured lessons when you want a repeatable system, not only a single prompt.
Choose the closest workflow
Filter by subcategory and difficulty first. That usually gets you to the right prompt faster than scrolling the full list.
Filtered prompts
66 prompts match the current filters
NPS Program with Complete Collection, Analysis, and Action Cycle
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 “NPS Program with Complete Collection, Analysis, and Action Cycle” with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
CSAT Methodology with Sector Benchmark and Improvement Plan
Implements a CSAT satisfaction survey at strategic points in the customer journey, with comparative sector analysis.
Best for
Measure customer satisfaction at specific moments along the journey (post-purchase, post-service, post-delivery) to identify friction points and delight opportunities.
Customer Effort Score (CES) Measurement to Simplify Processes
A customer-ready response or support plan with policy evidence, next action, escalation and internal notes. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Customer Effort Score (CES) Measurement to Simplify Processes” with a customer-ready response or support plan with policy evidence, next action, escalation and internal notes that can be checked against the supplied evidence.
Integrated Voice of Customer (VoC) Program Across All Departments
A customer-ready response or support plan with policy evidence, next action, escalation and internal notes. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Integrated Voice of Customer (VoC) Program Across All Departments” with a customer-ready response or support plan with policy evidence, next action, escalation and internal notes that can be checked against the supplied evidence.
Automated Sentiment Analysis for Tickets and Reviews
Implements AI-powered sentiment analysis to automatically classify tickets, reviews, and mentions, generating real-time alerts and dashboards.
Best for
Automate sentiment classification across all feedback channels to detect crises early, prioritize negative interactions, and measure brand perception in real time.
Customer Effort Reduction Program: Process Simplification Roadmap
Identify and eliminate high-effort touchpoints across the customer journey, creating a prioritized roadmap for friction reduction.
Best for
Systematically map customer effort across all touchpoints, quantify the impact of friction on satisfaction and retention, and build a prioritized roadmap for simplification initiatives.
Real-Time Customer Satisfaction Monitoring with Live Dashboards
Build a real-time CSAT/NPS monitoring system that displays live satisfaction scores, triggers instant alerts for negative feedback, and enables immediate intervention.
Best for
Create a live satisfaction monitoring dashboard that gives managers real-time visibility into customer sentiment, enables immediate response to negative experiences, and tracks satisfaction trends across teams and channels.
Customer Journey Satisfaction Mapping with Emotional Peak Analysis
Map customer satisfaction at each journey stage, identify emotional peaks and valleys, and design interventions to convert low points into memorable moments.
Best for
Create a detailed satisfaction map across the entire customer journey, pinpointing where customers feel most frustrated and most delighted, then design targeted interventions to smooth valleys and amplify peaks.
Customer Feedback Loop: From Collection to Product Improvement
A customer-ready response or support plan with policy evidence, next action, escalation and internal notes. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Customer Feedback Loop: From Collection to Product Improvement” with a customer-ready response or support plan with policy evidence, next action, escalation and internal notes that can be checked against the supplied evidence.
Service Quality for hotel Assessment
A customer-ready response or support plan with policy evidence, next action, escalation and internal notes. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Service Quality for hotel Assessment” with a customer-ready response or support plan with policy evidence, next action, escalation and internal notes that can be checked against the supplied evidence.
Service Quality for tech support Assessment
A customer-ready response or support plan with policy evidence, next action, escalation and internal notes. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Service Quality for tech support Assessment” with a customer-ready response or support plan with policy evidence, next action, escalation and internal notes that can be checked against the supplied evidence.
Feedback Loop for tech support Process
A customer-ready response or support plan with policy evidence, next action, escalation and internal notes. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Feedback Loop for tech support Process” with a customer-ready response or support plan with policy evidence, next action, escalation and internal notes that can be checked against the supplied evidence.
Product Feedback for e-commerce Users
A customer-ready response or support plan with policy evidence, next action, escalation and internal notes. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Product Feedback for e-commerce Users” with a customer-ready response or support plan with policy evidence, next action, escalation and internal notes that can be checked against the supplied evidence.
Customer Effort Score for delivery app
A customer-ready response or support plan with policy evidence, next action, escalation and internal notes. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Customer Effort Score for delivery app” with a customer-ready response or support plan with policy evidence, next action, escalation and internal notes that can be checked against the supplied evidence.
Product Feedback for telecom Users
A customer-ready response or support plan with policy evidence, next action, escalation and internal notes. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Product Feedback for telecom Users” with a customer-ready response or support plan with policy evidence, next action, escalation and internal notes that can be checked against the supplied evidence.
NPS Survey for delivery app Customers
An interview/survey guide, sampling limitations and evidence-coding plan. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “NPS Survey for delivery app Customers” with an interview/survey guide, sampling limitations and evidence-coding plan that can be checked against the supplied evidence.
CSAT Survey for hotel Service
An interview/survey guide, sampling limitations and evidence-coding plan. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “CSAT Survey for hotel Service” with an interview/survey guide, sampling limitations and evidence-coding plan that can be checked against the supplied evidence.
Relationship Survey for online SaaS Customer
An interview/survey guide, sampling limitations and evidence-coding plan. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Relationship Survey for online SaaS Customer” with an interview/survey guide, sampling limitations and evidence-coding plan that can be checked against the supplied evidence.
CSAT Survey for subscription service Service
An interview/survey guide, sampling limitations and evidence-coding plan. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “CSAT Survey for subscription service Service” with an interview/survey guide, sampling limitations and evidence-coding plan that can be checked against the supplied evidence.
Service Quality for online SaaS Assessment
A customer-ready response or support plan with policy evidence, next action, escalation and internal notes. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Service Quality for online SaaS Assessment” with a customer-ready response or support plan with policy evidence, next action, escalation and internal notes that can be checked against the supplied evidence.
Customer Effort Score for tech support
A customer-ready response or support plan with policy evidence, next action, escalation and internal notes. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Customer Effort Score for tech support” with a customer-ready response or support plan with policy evidence, next action, escalation and internal notes that can be checked against the supplied evidence.
Customer Satisfaction for telecom
A customer-ready response or support plan with policy evidence, next action, escalation and internal notes. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Customer Satisfaction for telecom” with a customer-ready response or support plan with policy evidence, next action, escalation and internal notes that can be checked against the supplied evidence.
Service Quality for dental clinic Assessment
A customer-ready response or support plan with policy evidence, next action, escalation and internal notes. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Service Quality for dental clinic Assessment” with a customer-ready response or support plan with policy evidence, next action, escalation and internal notes that can be checked against the supplied evidence.
CSAT Survey for tech support Service
An interview/survey guide, sampling limitations and evidence-coding plan. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “CSAT Survey for tech support Service” with an interview/survey guide, sampling limitations and evidence-coding plan that can be checked against the supplied evidence.
Customer Satisfaction for online SaaS
A customer-ready response or support plan with policy evidence, next action, escalation and internal notes. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Customer Satisfaction for online SaaS” with a customer-ready response or support plan with policy evidence, next action, escalation and internal notes that can be checked against the supplied evidence.
Relationship Survey for dental clinic Customer
An interview/survey guide, sampling limitations and evidence-coding plan. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Relationship Survey for dental clinic Customer” with an interview/survey guide, sampling limitations and evidence-coding plan that can be checked against the supplied evidence.
Customer Effort Score for subscription service
A customer-ready response or support plan with policy evidence, next action, escalation and internal notes. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Customer Effort Score for subscription service” with a customer-ready response or support plan with policy evidence, next action, escalation and internal notes that can be checked against the supplied evidence.
CSAT Survey for telecom Service
An interview/survey guide, sampling limitations and evidence-coding plan. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “CSAT Survey for telecom Service” with an interview/survey guide, sampling limitations and evidence-coding plan that can be checked against the supplied evidence.
Product Feedback for online SaaS Users
A customer-ready response or support plan with policy evidence, next action, escalation and internal notes. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Product Feedback for online SaaS Users” with a customer-ready response or support plan with policy evidence, next action, escalation and internal notes that can be checked against the supplied evidence.
Post-Interaction Survey for delivery app
An interview/survey guide, sampling limitations and evidence-coding plan. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Post-Interaction Survey for delivery app” with an interview/survey guide, sampling limitations and evidence-coding plan that can be checked against the supplied evidence.
Every prompt here is free. The course teaches the thinking behind them.
Copy as many prompts as you like. When you want to move from single prompts to a repeatable AI workflow, Learn AI in 30 Days walks through it, one day at a time.
Buy the course once ($20), or choose $10/month or $100 lifetime access.
Related categories
Explore adjacent prompt libraries that support customer service workflows.
Sales & Negotiation
Prospecting, commercial proposals, follow-up and closing deals
Copywriting
Headlines, landing pages, ads and persuasive copy that converts
Social Media
Content for Instagram, LinkedIn, TikTok, YouTube and Twitter/X
E-commerce
Product listings, conversion optimization, marketplace and post-sale for online stores
How to use Customer Service 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 support replies, escalations, and complaint handling. Treat the prompt as the execution layer, then refine it into a reusable workflow once you know it solves a real recurring problem.