Generative AI for Customer Experience Optimization
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Generative AI for Customer Experience Optimization
This course is part of Mastering Generative AI for Customer Service Excellence Specialization
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What you'll learn
Identify how AI enhances sentiment detection, emotional intelligence, and customer engagement.
Apply Salesforce, Freshdesk AI, LiveChatAI, and n8n to automate multichannel support workflows.
Analyze customer feedback with OpenAI to extract insights and predict satisfaction trends.
Design integrated AI-driven customer experience strategies that boost efficiency and satisfaction.
Skills you'll gain
- Emotional Intelligence
- Communication
- Process Design
- De-escalation Techniques
- Customer Success Management
- Artificial Intelligence
- Customer experience improvement
- Workflow Management
- Customer Analysis
- Customer Service
- Customer Data Management
- Surveys
- Customer Relationship Management
- Customer Communications Management
- Customer Engagement
- Customer Support
Tools you'll learn
Details to know
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- Learn new concepts from industry experts
- Gain a foundational understanding of a subject or tool
- Develop job-relevant skills with hands-on projects
- Earn a shareable career certificate
There are 4 modules in this course
This program explores how Artificial Intelligence enhances customer experience through emotional intelligence, multichannel engagement, and feedback automation. Designed for customer service professionals, support leaders, and CX strategists, it provides the knowledge and tools to build emotionally aware, context-driven, and insight-rich service systems.
You’ll begin with AI for Sentiment Analysis and Emotional Intelligence, using tools like Salesforce, n8n, and LiveChatAI to detect emotions, automate escalations, and craft empathetic responses. Then, you’ll advance to AI in Multichannel Customer Support, applying Freshdesk AI and n8n to unify customer conversations, preserve context, and automate workflows across email, chat, voice, and social channels. Next, you’ll explore AI for Customer Feedback and Survey Analysis, leveraging OpenAI and n8n to design intelligent surveys, analyze feedback, predict satisfaction, and generate real-time improvement actions. The program concludes with a practice project where you design a complete AI-Enhanced Customer Experience Strategy, integrating all key tools. By the end of this program, you will be able to: - Identify customer sentiment using AI and apply emotional intelligence to service interactions. - Integrate Freshdesk AI and n8n to deliver unified, context-aware multichannel support. - Automate survey collection and feedback analytics with OpenAI and n8n workflows. - Design data-driven service improvement strategies powered by AI insights. - Create a complete AI transformation plan to elevate customer satisfaction and efficiency. This program is ideal for customer support professionals, CX analysts, and operations managers seeking to modernize their service workflows with AI. A basic understanding of customer service operations or CRM systems will enhance your learning experience. Join us to transform customer experience with AI, combining emotional intelligence, omnichannel excellence, and actionable insights into one powerful, automated system.
Discover how AI enhances customer understanding through real-time sentiment and emotion analysis. Learn to detect customer tone, identify emotional triggers, and automate case prioritization using tools like Salesforce, n8n, and OpenAI LLMs. Apply AI techniques to craft empathetic responses, manage escalations effectively, and maintain consistent emotional intelligence across all interactions.
What's included
12 videos4 readings3 assignments1 discussion prompt
12 videos•Total 69 minutes
- Specialization Introduction•7 minutes
- Course Introduction•6 minutes
- Understanding Customer Sentiment with AI•4 minutes
- Real-Time Emotion Analysis•4 minutes
- AI for Escalation Triggers•5 minutes
- Demonstration: Salesforce + n8n: Sentiment Analysis•7 minutes
- Demonstration: Salesforce Case Automation with n8n•7 minutes
- Multilingual Sentiment Analysis with AI•4 minutes
- Crafting Empathetic AI Responses•6 minutes
- De-escalation Techniques with AI•6 minutes
- Recognizing Success with AI•6 minutes
- Demonstration: Creating a Custom AI Chat Assistant with LiveChatAI•7 minutes
4 readings•Total 60 minutes
- Course Overview•15 minutes
- AI in Customer Sentiment and Emotion Analysis•15 minutes
- Emotional Intelligence in AI Customer Service•15 minutes
- Module Summary: AI for Sentiment Analysis and Emotional Intelligence•15 minutes
3 assignments•Total 42 minutes
- Knowledge Check: AI for Sentiment Analysis and Emotional Intelligence•30 minutes
- Practice Assignment: AI in Customer Sentiment Detection•6 minutes
- Practice Assignment: AI for Emotionally Intelligent Responses•6 minutes
1 discussion prompt•Total 5 minutes
- Introduce Yourself•5 minutes
Learn how AI unifies customer communication across chat, email, social media, and phone support. Explore tools like Freshdesk AI and n8n to automate message routing, preserve conversation context, and personalize responses for every channel. Gain hands-on experience designing omnichannel workflows that balance speed, empathy, and consistency in customer engagement.
What's included
10 videos3 readings3 assignments
10 videos•Total 51 minutes
- Unifying Customer Conversations Across Channels•5 minutes
- AI for Context Preservation•4 minutes
- Channel-Specific AI Optimization•4 minutes
- Demonstration: Building Omnichannel AI with Freshdesk Omni•7 minutes
- AI for Social Media Customer Service•5 minutes
- AI-Enhanced Phone Support•5 minutes
- Voice and Speech Recognition Integration in Customer Service•4 minutes
- AI in Video Chat Support•6 minutes
- AI for Mobile App Support•5 minutes
- Demonstration: Creating an Email Summarizer Using n8n•6 minutes
3 readings•Total 45 minutes
- Multichannel AI Customer Service Strategies•15 minutes
- Advanced Multichannel AI Applications•15 minutes
- Module Summary: AI in Multichannel Customer Support•15 minutes
3 assignments•Total 42 minutes
- Knowledge Check: AI in Multichannel Customer Support•30 minutes
- Practice Assignment: AI for Channel Integration•6 minutes
- Practice Assignment: Advanced Channel-Specific Applications•6 minutes
Explore how AI transforms customer feedback into actionable insights. Use n8n Forms, OpenAI LLMs, and analytics dashboards to automate survey collection, sentiment categorization, and feedback analysis. Learn to generate real-time reports, identify satisfaction trends, and create continuous improvement loops that enhance both customer experience and service quality.
What's included
14 videos3 readings3 assignments
14 videos•Total 72 minutes
- Intelligent Survey Design with AI•5 minutes
- Dynamic Feedback Prompts•5 minutes
- AI for Voice of Customer Analysis•4 minutes
- Real-Time Feedback Processing•4 minutes
- Demonstration: Create and Collect Feedback Using n8n Forms•6 minutes
- Demonstration: Analyze Feedback with OpenAI LLM•5 minutes
- Demonstration: Automate Actions: Store and Respond to Feedback•6 minutes
- Pattern Recognition in Customer Feedback•5 minutes
- Predictive Customer Satisfaction Modeling•5 minutes
- AI for Competitive Analysis•5 minutes
- Automated Reporting and Dashboards•5 minutes
- AI for Action Plan Generation•6 minutes
- ROI Measurement for AI Customer Service•5 minutes
- Continuous Improvement with AI Feedback Loops•5 minutes
3 readings•Total 45 minutes
- AI in Customer Feedback and Survey Management•15 minutes
- Advanced AI Analytics for Customer Service•15 minutes
- Module Summary: AI for Customer Feedback and Survey Analysis•15 minutes
3 assignments•Total 42 minutes
- Knowledge Check: AI for Customer Feedback and Survey Analysis•30 minutes
- Practice Assignment: AI for Feedback Collection•6 minutes
- Practice Assignment: AI for Advanced Analytics and Insights•6 minutes
This module is designed to assess an individual on the various concepts and teachings covered in this course. Evaluate your knowledge with a comprehensive graded quiz.
What's included
1 video1 reading2 assignments1 discussion prompt
1 video•Total 3 minutes
- Course Summary•3 minutes
1 reading•Total 30 minutes
- Practice Project: Building an AI-Powered Customer Sentiment Command Center•30 minutes
2 assignments•Total 60 minutes
- End Course Knowledge Check: Learn Generative AI for Enhanced Customer Service•30 minutes
- Designing an AI-Enhanced Customer Experience Program•30 minutes
1 discussion prompt•Total 5 minutes
- Describe Your Learning Journey•5 minutes
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This course teaches how AI enhances customer sentiment analysis, emotional intelligence, multichannel support, and feedback automation. You’ll build emotionally aware, data-driven workflows using Salesforce, Freshdesk AI, LiveChatAI, n8n, and OpenAI to create intelligent, human-centric service systems.
Ideal for customer service professionals, support leads, and CX managers aiming to improve communication, automate workflows, and boost customer satisfaction with AI tools. It’s also suited for business professionals exploring AI-driven customer experience strategies.
No coding or AI background is required. The course follows a step-by-step, practical approach with guided demos and real-world customer service examples using no-code tools.
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¹ Some assignments in this course are AI-graded. For these assignments, your data will be used in accordance with Coursera's Privacy Notice.
