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Coursera

Generative AI Content and Prompt Optimization

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Overview

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By completing this course, you will be able to use generative AI tools to create, optimize, and personalize content that improves SEO performance and brand visibility across digital channels. Generative AI Content and Prompt Optimization introduces how generative AI models produce text and visual content and how these outputs can be guided using structured prompts and SEO best practices. You’ll learn how keyword placement, prompt design, and content requirements influence AI-generated results and on-page SEO outcomes. This course emphasizes hands-on application. You’ll practice creating AI-generated written and visual assets aligned with brand guidelines, generate SEO-optimized meta descriptions, and design prompts that support personalization and A/B testing. You’ll also explore how dynamic content blocks and variables can be used to tailor content for different audiences and marketing use cases. What makes this course unique is its focus on practical prompt optimization for SEO and marketing workflows. Rather than treating AI as a black box, you’ll learn how to control inputs, evaluate outputs, and refine AI-generated content based on clear quality and SEO criteria. This course builds directly on foundational SEO concepts and prepares you for advanced content, strategy, and analytics work later in the program.

Syllabus

  • AI for Brand Visibility: Understanding the AI Inference Pipeline
    • You will explore how generative AI systems transform prompts into marketing outputs. You’ll break down the inference process step-by-step to understand how structured prompts influence brand consistency, output quality, and creative control. By mastering this pipeline, you’ll strengthen your ability to guide AI toward reliable marketing results.
  • AI for Brand Visibility: Creating Brand-Consistent Marketing Assets
    • You will apply structured prompts to generate branded visuals that meet professional marketing standards. You’ll refine AI outputs using SEO-enhanced metadata and accessibility best practices, ensuring your visuals are discoverable, inclusive, and campaign-ready
  • Optimize Content with AI for SEO: Keyword Placement and On-Page Strategy
    • You will examine how keyword placement influences on-page SEO performance. You’ll analyze headings, metadata, and body content to understand how search engines interpret structure and relevance.
  • Optimize Content with AI for SEO: Generate SEO-Optimized Content Using AI
    • You will use generative AI tools to draft written content aligned to defined content requirements. You’ll evaluate keyword integration, tone, and originality, then refine AI-generated drafts for publication.
  • Generate Personalized Content with AI Prompts: Why Personalization Matters in Content Delivery
    • You will explore how dynamic content blocks function within email marketing and other communication channels. You’ll identify where personalization improves engagement and how structured content adapts to different audience segments.
  • Generate Personalized Content with AI Prompts: How AI Prompts Enable Personalized Content
    • You will design prompt templates that insert variables to generate customized outputs at scale. You’ll test, refine, and export AI-generated variations to support personalized marketing campaigns and A/B testing workflows.
  • AI Prompts for SEO Growth: Building Effective Prompts for SEO Tasks
    • You will learn how to structure clear and purposeful prompts that guide generative AI toward SEO-aligned outputs. You’ll identify common prompt weaknesses and refine them using foundational best practices.
  • AI Prompts for SEO Growth: Applying Generative AI for Meta Descriptions
    • You will apply generative AI tools to create webpage meta descriptions aligned with defined SEO guidelines. You’ll evaluate keyword usage, tone, and length to ensure search visibility and user engagement.
  • Generate Visuals for A/B Testing Success: Writing and Interpreting Visual Prompts
    • You will learn how to write and interpret generative AI prompts designed for marketing visuals. You’ll refine outputs to maintain brand consistency and prepare assets for performance-driven campaigns.
  • Generate Visuals for A/B Testing Success: Creating Visual Variations for A/B Testing
    • You will apply generative AI tools to create and prepare campaign-ready visual assets for A/B testing. You’ll generate variations, optimize performance settings, and organize outputs for structured experimentation.
  • Project: AI-Powered Content Strategy for SEO & Personalization
    • In this project, you will design and optimize a complete AI-powered content strategy that uses prompt engineering to generate SEO-aligned, personalized content for different audience segments. You will apply skills from across the course to create prompts, generate optimized content, evaluate SEO performance, and document your decisions in a portfolio-ready artifact. This project simulates a real-world content optimization task commonly performed by AI marketers, SEO specialists, and growth teams.

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