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AI Traffic Analysis and Optimization · LearnSpace
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AI Traffic Analysis and Optimization

Курс от Coursera
Средний≈ 20.3 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

By completing this course, you will be able to measure, analyze, and optimize AI-driven SEO performance using traffic data, attribution reports, and key performance indicators. AI Traffic Analysis and Optimization focuses on understanding how content performs across search engines and generative AI discovery systems. You’ll learn how to evaluate crawlability and on-page optimization, analyze AI-driven content citations, and track traffic flows from AI-powered sources. The course emphasizes diagnosing performance issues and identifying opportunities to improve visibility, engagement, and conversion. You’ll work extensively with analytics workflows. This includes using GA4 to segment traffic sources, analyze user behavior, evaluate funnels, and diagnose tracking issues. You’ll also design KPI dashboards to measure impressions, citations, and conversions from generative engines, and analyze performance variance over time. What makes this course unique is its emphasis on advanced measurement and optimization. Rather than focusing on tactics alone, you’ll learn how to validate data quality, interpret complex performance signals, and justify optimization decisions using evidence. This course serves as the capstone-level analytics experience in the program and prepares you to scale AI SEO initiatives with confidence.

Навыки, которые вы освоите

Search Engine OptimizationKey Performance Indicators (KPIs)Content Performance AnalysisContent OptimizationGoogle AnalyticsKeyword ResearchConversion Funnel AnalysisCorrective and Preventive Action (CAPA)Content CreationContent StrategyDashboard CreationQuality AssessmentVariance AnalysisWeb AnalyticsUser FlowsPerformance MetricStatistical AnalysisGenerative Engine Optimization (GEO)Ad Hoc AnalysisMarketing Analytics

Программа курса

15 модулей · 106 учебных материалов

01Optimize Content for AI Visibility: How to Optimize Content for Generative AI Visibility 8 материалов
If AI summarized your top article, what would it pick out?DIALOGUEIntroduction and WelcomeВидеоWhat Is AI-Powered Search?ВидеоBeginner’s Guide to On-Page AI Optimization: Structure, Keywords, SchemaЧтение

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Преподаватель курса

AI Traffic Analysis and Optimization
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Обучение откроется на Coursera
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Обучение на Coursera

≈ 20.3 ч

15 модулей

Язык: Английский

Субтитры: Дари, Пушту

Часть программы вашего университета
FAQ Page Schema in ActionВидео
Hands-On Activity: Add FAQPage Schema to a Blog PostЗадание
How to Measure Success: Tracking AI Visibility in ChatGPT & SGEВидео
Brief Your SEO Lead on Schema-Driven LiftDIALOGUE
02Optimize Content for AI Visibility: How to Diagnose Crawlability Issues7 материалов

How to Diagnose Crawlability Issues

Why Crawlability Is the Hidden GatekeeperВидеоCommon Crawlability Errors Explained for BeginnersЧтениеIntro to Screaming Frog: Finding and Exporting ErrorsВидеоHands on Activity: Run Screaming Frog, Export Issues, and Log 10 Errors (Job Task 2)ЗаданиеBeginner’s Checklist for Technical SEO HealthЧтениеWhich crawl error would you fix first on your site, and why?DIALOGUEOptimize Content for AI VisibilityЗадание
03AI SEO Content Creation: Writing SEO Content That Ranks 7 материалов
What Makes SEO Writing Challenging?DIALOGUEIntroduction and WelcomeВидеоThe Power of Keyword ClustersВидеоAI Writing From Draft to Publish: Using AI Responsibly in SEO Content ЧтениеDrafting With AI ToolsВидеоHands on Activity: Draft a Long-Form SEO GuideЗаданиеReflect on AI AssistanceDIALOGUE
04AI SEO Content Creation: Evaluating SEO and Content Quality8 материалов
Basics of SEO EvaluationВидеоA 10-Step AI Search Content Optimization Checklist ЧтениеAnnotating Articles for SEOВидеоHands on Activity: Evaluate and Annotate a Published ArticleЗаданиеAI Search Is Redefining Visibility: Site Health for AI Crawlability and CitationЧтениеReflect on Using ChecklistsDIALOGUEHands-On Activity: Keyword Targeting and SEO EvaluationЗаданиеGraded Quiz: Keyword Targeting and SEO EvaluationЗадание
05Analyze & Create AI-Driven Content Citations: Getting Started with Content Clusters for AI Citations8 материалов
Why Some Content Gets Cited by AI and Others Don’tDIALOGUEIntroduction and WelcomeВидеоContent Clusters Explained: Pillar and Spoke StructuresВидеоBeginner’s Guide to Building Content Clusters for AI VisibilityЧтениеCMS Demo: Scheduling a Renewable Energy CampaignВидеоCase Studies of Pillar and Spoke Campaigns in ActionЧтениеHands on Activity: Create and Schedule Your Own Content Cluster in a CMSЗаданиеReflect on Building Content Clusters With AI SupportDIALOGUE
06Analyze & Create AI-Driven Content Citations:Analyzing Attribution Reports to Spot High-Performing Content8 материалов
AI Mentions and Why They Drive TrafficВидеоStep-by-Step Guide to Understanding Attribution ReportsЧтениеDemo: Running an Attribution Report and Ranking ContentВидеоHands on Activity: Run Your First Attribution Report and Identify Top ContentЗаданиеDemo: Turning Attribution Data into ActionВидеоReflect on Using Checklists to Turn Attribution Data Into InsightsDIALOGUEHands-On Activity: Write an Editorial Briefing From Attribution InsightsЗаданиеYour AI-Driven Content Strategy: From Clusters to CitationsЗадание
07Track & Optimize AI Traffic Flow: Tracking AI-Generated Traffic with Custom Events 7 материалов
Introduction and WelcomeВидеоWhere is your AI traffic coming from?DIALOGUEUnderstanding AI Referrals and Event TrackingВидеоBest Practices for Custom Event TrackingЧтениеCase Example – Setting Up an “AI Referral” Event StreamВидеоHands on Activity: Build and Visualize an AI Referral EventЗаданиеHow do you communicate data stories?DIALOGUE
08Track & Optimize AI Traffic Flow: Analyzing Funnels to Improve AI User Retention8 материалов
Analyzing Funnels to Improve AI User RetentionВидеоWhy Do Users Drop Off?DIALOGUETraffic Funnels, Metrics, and User ExperienceЧтениеUnderstanding Funnel Drop-Off in AI-Driven TrafficВидеоHands on Activity: Evaluate and Annotate a Published ArticleЗаданиеAI Traffic Optimization: Tying it all TogetherВидеоProject: AI Traffic Optimization Report ЗаданиеKeyword Targeting and SEO EvaluationЗадание
09Analyze GA4: Fix Your Data: See the Story Behind Your Data6 материалов
What Story Is Your Traffic Really Telling?DIALOGUEIntroduction and WelcomeВидеоExploration Made SimpleЧтениеInvestigate the Traffic Drop Using GA4 ExplorationsDIALOGUESegment and SeeВидеоHands on Activity: Spot What's Really Driving Your TrafficЗадание
10Analyze GA4: Fix Your Data: Clean Data, Clear Insights6 материалов
Diagnose Tagging Errors Behind a Traffic AnomalyDIALOGUEHow to Audit GA4 Data: Find and Fix Broken TrackingВидеоResolving Common GA4 Tagging and Tracking IssuesЧтениеRun Your First Tag Audit in GA4ВидеоHands on Activity: Fix What’s Broken: Your First Tag Audit Report.Задание Final Graded AssessmentЗадание
11Analyze & Optimize Your AI Visibility KPIs: Building an AI Visibility KPI Dashboard in Power BI9 материалов
Analyze & Optimize Your AI Visibility KPIsВидеоWhy do AI visibility metrics matter in your role?DIALOGUESearch Metrics in the Age of Generative AIВидеоBeyond Rankings — Measuring and Optimizing Large Language Model (LLM) VisibilityЧтениеHands-On Activity: Identify KPIs in Sample ReportsЗаданиеConnecting GA4, GSC & SGE APIs in Power BIВидеоBuilding a KPI Dashboard for Generative Engine Visibility ЧтениеHands-On Activity: Build Your First KPI Dashboard in Power BIЗаданиеCustomizing Dashboards for Your StakeholdersDIALOGUE
12Analyze & Optimize Your AI Visibility KPIs: Analyzing KPI Variances and Turning Insights into Action7 материалов
Variance Analysis Made Simple: Explaining KPI ShiftsВидеоHow to Conduct a Performance Gap AnalysisЧтениеHands-On Activity: Analyze Variance in Weekly KPI TrendsЗаданиеWhen Conversions Fall but Visibility RisesDIALOGUEHands-On Activity: Build a Power BI Report Explaining KPI VarianceЗаданиеInterpreting KPI VarianceЗаданиеGraded Quiz: KPI Variance and Dashboard AnalysisЗадание
13Analyze AI SEO Data for Impact: Visualizing What Drives Growth: Finding Correlations in SEO Metrics7 материалов
What SEO Data Really Tells YouDIALOGUEIntroduction and WelcomeВидеоWhy Visualization Matters in Data-Driven SEOВидеоFrom Clicks to Revenue: Understanding Basic SEO MetricsЧтениеSpot the Signal: How to Read Correlations in Marketing DataВидеоHands on Activity: Plot Your Impact: Explore Tableau Public ScreenshotЗаданиеWhen Have You Misread a Correlation?DIALOGUE
14Analyze AI SEO Data for Impact: A/B Testing and Chi-Square Confidence in SEO Experiments 7 материалов
What Makes an A/B Test Reliable?ВидеоFrom Observations to Evidence: Chi-Square Testing Made SimpleЧтениеWalkthrough: Comparing Meta Descriptions in ExcelВидеоHands on Activity: Run the Test and Report the WinnerЗаданиеConvincing Stakeholders: How Do You Explain a Statistical Win?DIALOGUENext Steps: Apply What You Have LearnedВидеоSEO Data Analyst ChallengeЗадание
15Project: AI SEO Performance Measurement & Optimization Strategy 3 материалов
Why This Project Matters ЧтениеProject Requirements ЧтениеAI SEO Performance: Optimize, Track & ScaleЗадание