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GenAI for Marketing and Customer Insights Specialization

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GenAI for Marketing and Customer Insights Specialization

Transform Marketing with AI-Driven Insights. Master generative AI tools to personalize campaigns and optimize marketing strategies.

Starweaver
Jana Porter
Vinita Silaparasetty

Instructors: Starweaver

Included with Coursera Plus

Get in-depth knowledge of a subject
Intermediate level

Recommended experience

1 month at 10 hours a week
Flexible schedule
Earn a career credential
Share your expertise with employers
Get in-depth knowledge of a subject
Intermediate level

Recommended experience

1 month at 10 hours a week
Flexible schedule
Earn a career credential
Share your expertise with employers

What you'll learn

  • Apply generative AI tools to create personalized marketing campaigns, analyze customer data, and automate content creation across multiple channels

  • Design AI-enhanced customer journey maps and segmentation strategies that drive engagement and improve conversion rates

  • Implement ethical AI marketing practices while integrating GenAI into existing workflows for enhanced productivity and innovation

Overview

What’s included

Shareable certificate

Add to your LinkedIn profile

Taught in English
Recently updated!

September 2025

38 practice exercises

Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from Coursera Instructor Network

Specialization - 16 course series

What you'll learn

Skills you'll gain

Category: Innovation
Category: AI Personalization
Category: Responsible AI
Category: MarTech
Category: Strategic Marketing
Category: Marketing Strategies
Category: Marketing Effectiveness
Category: Marketing Operations
Category: Generative AI
Category: Content Creation

What you'll learn

  • Identify the capabilities of GenAI for enhancing marketing data analytics functions.

  • Examine real-world applications to leverage GenAI in marketing data analytics scenarios.

  • Deploy strategies and tactics to responsibly integrate GenAI into marketing analytics practices while maintaining human oversight and accountability.

Skills you'll gain

Category: Campaign Management
Category: Customer Analysis
Category: Generative AI
Category: Artificial Intelligence
Category: Data Ethics
Category: Performance Analysis
Category: Customer Insights
Category: Marketing Strategies
Category: Responsible AI
Category: Google Analytics
Category: Marketing Analytics
Category: Marketing Automation
Category: Case Studies
Category: Social Media Campaigns

What you'll learn

  • Analyze GenAI fundamentals and their application in marketing

  • Demonstrate the practical application of key GenAI marketing tools

  • Optimize campaigns using data-driven frameworks for GenAI implementation

  • Evaluate campaign performance metrics to make strategic decisions using AI tools

Skills you'll gain

Category: ChatGPT
Category: Generative AI
Category: Google Ads
Category: Advertising Campaigns
Category: Automation
Category: Marketing Strategies
Category: Target Audience
Category: Artificial Intelligence
Category: AI Personalization
Category: Performance Measurement
Category: Marketing Effectiveness
Category: Marketing Analytics
Category: Analytics
Category: Predictive Analytics
Category: A/B Testing
Category: Product Marketing
Category: Marketing

What you'll learn

  • Understand the importance of GenAI I in digital marketing and e-commerce analytics.

  • Analyze key indicators for digital marketing and e-commerce.

  • Consider the potential benefits of using GenAI in your professional activities.

Skills you'll gain

Category: Artificial Intelligence
Category: Data Analysis
Category: Google Analytics
Category: Generative AI
Category: Data Processing
Category: Marketing Analytics
Category: Data Visualization
Category: Analytics
Category: Data Collection
Category: Key Performance Indicators (KPIs)
Category: Business Strategy
Category: E-Commerce
Category: Web Analytics

What you'll learn

  • Gain a comprehensive understanding of how generative AI can transform market research and consumer behavior analysis.

  • Learn to extract valuable insights from big data using advanced AI techniques, leading to more informed business decisions.

  • Develop the skills to integrate AI-generated insights into strategic planning and marketing efforts, enhancing overall business performance.

Skills you'll gain

Category: Business Strategy
Category: Generative AI
Category: Case Studies
Category: Customer Insights
Category: Marketing Analytics
Category: Consumer Behaviour
Category: Data-Driven Decision-Making
Category: Market Research
Category: Data Visualization Software
Category: Predictive Analytics
Category: Data Analysis
Category: Market Analysis
Category: Big Data

What you'll learn

  • Apply key concepts, benefits, and applications of Generative AI to design effective personalized marketing strategies

  • Create personalized content using AI, adapt it across channels, optimize AI campaigns, and analyze successful real-world examples

  • Analyze customer data, segment audiences, optimize AI marketing campaigns, and use behavior analysis to enhance content

  • Evaluate the integration and impact of GenAI in Personalized Marketing at Scale

Skills you'll gain

Category: Customer Analysis
Category: AI Personalization
Category: Generative AI
Category: Data-Driven Decision-Making
Category: Marketing Analytics
Category: Customer Engagement
Category: Content Creation
Category: Marketing
Category: Social Media Campaigns
Category: Marketing Effectiveness
Category: Target Audience
Category: Marketing Strategies
Category: Scalability
Category: Analysis
Category: Customer Insights

What you'll learn

  • Understand the core functions of GenAI in digital marketing, distinguish it from traditional approaches, and identify its strengths and weaknesses.

  • Review case studies and assess the impact of GenAI on digital marketing operations, integrating best practices into your workflow.

  • Address ethical considerations, including bias, equity, data confidentiality, and security, while using GenAI tools.

Skills you'll gain

Category: Content Creation
Category: Generative AI
Category: Content Marketing
Category: Content Strategy
Category: Responsible AI
Category: Brand Management
Category: Marketing Analytics
Category: OpenAI
Category: Brand Strategy
Category: Brand Awareness
Category: ChatGPT
Category: Prompt Engineering
Category: Data Analysis

What you'll learn

  • Describe the role of Generative AI in transforming customer insights.

  • Use Gen AI to collect and analyze customer feedback.

  • Explain how AI can segment customers and predict trends based on behavior.

  • Apply AI-driven insights to improve customer experience and business strategies.

Skills you'll gain

Category: Customer Insights
Category: Generative AI
Category: Trend Analysis
Category: Business Intelligence
Category: Strategic Thinking
Category: Customer Engagement
Category: Customer Data Management
Category: Predictive Analytics
Category: Customer experience strategy (CX)
Category: User Feedback
Category: AI Personalization
Category: Data-Driven Decision-Making
Category: Data Analysis

What you'll learn

  • Acquire a working knowledge of GenAI tools and strategies to increase team collaboration and efficiency.

  • Experiment with integrating GenAI technologies in marketing workflows to foster innovation, enhance creative output, and improve decision-making.

  • Develop practical skills in leveraging GenAI for optimizing communication, project management & creative processes within and across marketing teams.

Skills you'll gain

Category: Innovation
Category: Generative AI Agents
Category: Content Creation
Category: Integrated Marketing Communications
Category: Data-Driven Decision-Making
Category: Project Management
Category: Team Management
Category: Communication Strategies
Category: Cross-Functional Collaboration
Category: Leadership Development
Category: Marketing Management

What you'll learn

  • Identify specific scenarios where GenAI can be applied in social media marketing.

  • Explore strategies to enhance clarity and comprehensibility in AI applications.

  • Exploring actual instances where social media marketing specialists utilize GenAI to boost productivity and stimulate innovation.

Skills you'll gain

Category: Content Creation
Category: Campaign Management
Category: Data Analysis
Category: Marketing Operations
Category: Customer Engagement
Category: Social Media Marketing
Category: Prompt Engineering
Category: Social Media Content
Category: Social Media Campaigns
Category: Innovation
Category: Instagram
Category: Generative AI
Category: AI Personalization
Category: Analysis
Category: Social Media

What you'll learn

  • Analyze the role of GenAI in transforming traditional customer journey mapping approaches.

  • Design a GenAI-enhanced customer journey map incorporating key AI concepts.

  • Evaluate the practical benefits and challenges of implementing GenAI in customer journey mapping processes.

Skills you'll gain

Category: Persona Development
Category: Customer Insights
Category: Generative AI
Category: Artificial Intelligence
Category: Real Time Data
Category: ChatGPT
Category: Predictive Analytics
Category: Customer Analysis
Category: AI Personalization
Category: Customer experience strategy (CX)
Category: Design Thinking
Category: Analysis
Category: Design

What you'll learn

  • Identify the ethical implications of generative AI applications in marketing.

  • Explain the key principles and frameworks for ethical decision-making in AI-driven marketing.

  • Apply ethical considerations when designing AI-powered marketing campaigns and strategies.

  • Assess potential ethical risks in AI-driven marketing initiatives and develop appropriate mitigation strategies.

Skills you'll gain

Category: Information Privacy
Category: Data Ethics
Category: Ethical Standards And Conduct
Category: Marketing Management
Category: Marketing Strategies
Category: AI Personalization
Category: Case Studies
Category: Responsible AI
Category: Marketing Analytics
Category: Business Ethics

What you'll learn

  • Demonstrate the use of key concepts and benefits of using GenAI in dynamic advertising and media buying.

  • Create personalized ad creatives using AI tools like Gemini, Bannerboo, and Elai, following ethical guidelines regarding data privacy.

  • Automate ad campaigns on platforms like Google Ads AI and Facebook Ads Manager with optimized targeting and budgeting.

  • Analyze and optimize ad campaign performance through key metrics (CPA, CTR, ROAS) and use analytics tools for improving campaign outcomes.

Skills you'll gain

Category: Content Creation
Category: Advertising
Category: AI Personalization
Category: Campaign Management
Category: Media Buying
Category: Advertising Campaigns
Category: A/B Testing
Category: Automation
Category: Google Gemini
Category: Paid media
Category: Analytics
Category: Marketing Analytics
Category: Marketing Automation
Category: Data Ethics
Category: Digital Advertising
Category: Google Ads
Category: Data-Driven Decision-Making
Category: Generative AI Agents

What you'll learn

  • Key components of effective email marketing including best practices for AI application in email marketing.

  • Techniques for using Generative AI to do customer segmentation and create customer personas.

  • Methods for using Generative AI to create tailored email content (prompting and rewriting content according to customer segments and personas).

Skills you'll gain

Category: AI Personalization
Category: Email Marketing
Category: ChatGPT
Category: Generative AI Agents
Category: Marketing Automation
Category: Content Creation
Category: Customer Insights
Category: Target Audience
Category: Persona Development
Category: Prompt Engineering

What you'll learn

Skills you'll gain

Category: Keyword Research
Category: Search Engine Optimization
Category: Search Engine Marketing
Category: Competitive Analysis
Category: Generative AI
Category: Prompt Engineering
Category: Web Analytics and SEO

What you'll learn

  • Analyze the role of JUNE in transforming customer analytics and its key use cases.

  • Setting up June's platform optimally for effective data collection and analysis.

  • Create AI-generated reports using June's features

  • Apply June's insights to inform product decisions and strategies.

Skills you'll gain

Category: Generative AI
Category: Customer Analysis
Category: Customer Insights
Category: Data Analysis
Category: Marketing Analytics
Category: AI Product Strategy
Category: Analytics
Category: Management Reporting
Category: Product Improvement
Category: Performance Metric
Category: User Experience
Category: Data Collection

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructors

Starweaver
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Jana Porter
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Vinita Silaparasetty
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Christopher Klaus
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Resham Sivnarain
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