К содержимому
learnspaceYOUR NEXT CHAPTER
ПРОСТРАНСТВО ОБУЧЕНИЯ
ГлавнаяКаталог курсовМоё обучениеCoursera

Знания без границ

Учитесь у лучших университетов и компаний мира.

Открыть Coursera
Интеграция
Пространство университета
Моё пространствоСтраница курса
↵
ЯЛичный кабинетСтудент
© 2026 LearnSpaceКаждый день — возможность узнать больше.Помощь
AI-powered market intelligence & brand positioning · LearnSpace
Назад в каталог
courseraБизнес

AI-powered market intelligence & brand positioning

Курс от Board Infinity
Средний≈ 18.8 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Turn data into strategic advantage with AI-powered market intelligence and brand positioning. This course shows how modern brands use AI to understand consumers, track competitors, forecast trends, and sharpen market positioning. You’ll learn how to transform signals from social platforms, search behaviour, reviews, and cultural data into actionable insights. You’ll begin by exploring AI tools and how sentiment, volume, and behavioral signals are captured and interpreted. Next, you’ll analyse brand health metrics, conversation patterns, and predictive models to uncover risks and opportunities. You’ll then apply ML-based segmentation, dynamic personas, and trend forecasting to develop future-ready positioning strategies. Finally, you’ll address ethical AI, bias detection, and data governance while building a multi-source brand insights dashboard. This course focuses on real-world tools and applied frameworks, so you don’t just study data, you turn insight into strategy. By the end of this course, you will be able to: • Analyse consumer sentiment, brand health, and cultural trends using AI tools • Evaluate competitive landscapes and identify whitespace opportunities • Build predictive insights using ML-based forecasting and segmentation • Design ethical, privacy-first dashboards for brand decision-making This course is ideal for: • Marketing, brand, and consumer insights professionals • Strategy, consulting, and growth teams • Data analysts moving into marketing intelligence roles • Business leaders seeking AI-driven decision frameworks Disclaimer: This is an independent educational resource created by Board Infinity for informational and educational purposes only. This course is not affiliated with, endorsed by, sponsored by, or officially associated with any company, organization, or certification body unless explicitly stated. The content provided is based on industry knowledge and best practices but does not constitute official training material for any specific employer or certification program. All company names, trademarks, service marks, and logos referenced are the property of their respective owners and are used solely for educational identification and comparison purposes.

Навыки, которые вы освоите

Market IntelligenceNatural Language ProcessingData EthicsPredictive ModelingResponsible AICustomer InsightsTrend AnalysisBrand StrategyPredictive AnalyticsDashboard CreationAdvanced AnalyticsPersona DevelopmentForecastingMarket TrendArtificial IntelligenceCompetitive IntelligenceDashboardAnalytics

Программа курса

4 модулей · 86 учебных материалов

01AI Tools & Foundations of Market Intelligence25 материалов

Introduction to the Course

Introduction to the CourseВидеоGlossaryЧтение

Introduction to AI Market Intelligence Tools

Career Scope: Brand Intelligence Roles & Skills in the AI EraВидеоOverview of Key Tools: ChatGPT, Brandwatch, Sprout Social, Google Trends, MidjourneyВидео

Учитесь у экспертов

Board Infinity

Instructor

AI-powered market intelligence & brand positioning
В каталоге вашей программы

Инвестируйте в себя

Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 18.8 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Индонезийский, Испанский, Японский

Часть программы вашего университета
How AI Fits into Modern Market Intelligence WorkflowsВидео
AI Tool Comparison MatrixЧтение
Introduction to AI Market Intelligence ToolsЗадание

Data Sources, Signals & AI Interpretation

Types of Signals: Sentiment, Volume, Clusters, Search Intent, ViralityВидеоHow NLP, Embeddings & ML Interpret Consumer MeaningВидеоLimitations: Noise, Bias, Data-Skew & Contextual ErrorsВидеоHow AI Understands Human LanguageЧтениеData Sources, Signals & AI InterpretationЗадание

Hands-on Signal Gathering & Data Cleaning

Using Brandwatch & Sprout to Gather Live SignalsВидеоExtracting Search Trends with Google Trends & ChatGPTВидеоCleaning & Structuring Data for AI AnalysisВидеоData Preparation Checklist (AI Insights Teams)ЧтениеHands-on Signal Gathering & Data CleaningЗадание

Competitive Intelligence Using AI Tools

AI-Powered Competitor Monitoring: Messaging, Pricing & ReviewsВидеоShare of Search, Demand Signals & Category Trend MappingВидеоAI Tools for Competitive Landscape MappingВидеоOne Afternoon, One Brand: Using AI Tools for Real-Time Reputation AnalysisDIALOGUECompetitive Intelligence Toolkit: AI Methods & TemplatesЧтениеCompetitive Intelligence Using AI ToolsЗаданиеAI Tools & Foundations of Market IntelligenceЗаданиеQuick Course Check-InPLUGIN
02Consumer Sentiment, Brand Health & Predictive Analytics23 материалов

AI-Driven Sentiment & Conversation Mining

NLP Sentiment Models: How They WorkВидеоConversation Mining: Themes, Topics & Cluster MapsВидеоIdentifying Consumer Emotions & Emerging IssuesВидеоAI Visual Sentiment & Image-Based InsightsВидеоConversation Mining PlaybookЧтениеAI-Driven Sentiment & Conversation MiningЗадание

Brand Health Tracking Metrics & Models

SOV, Sentiment Share, Mentions & Velocity MetricsВидеоAI vs Traditional Brand Tracking (Speed, Depth, Accuracy)ВидеоBuilding a Brand Health Pulse DashboardВидеоShare of Search & Brand Momentum IndicatorsЧтениеBrand Health Tracking Metrics & ModelsЗадание

Predictive Analytics for Brand Positioning

ML Forecasting: LSTM, Regression & Transformer ModelsВидеоTrend & Opportunity Forecasting with AIВидеоScenario Modeling for Brand PositioningВидеоPredictive Analytics Cheat SheetЧтениеPredictive Analytics for Brand PositioningЗадание

Insight Synthesis & Storytelling for Brand Strategy

Turning Raw Data into Strategic Insight NarrativesВидеоAI-Assisted Synthesis: Summaries, Themes & DriversВидеоCrafting Executive-Ready Insight PresentationsВидеоForecast the Future: Predicting Brand Opportunities with AIDIALOGUEInsight Storytelling Frameworks for AI-Driven TeamsЧтениеInsight Synthesis & Storytelling for Brand StrategyЗадание
03Automated Segmentation, Personas & Trend Forecasting19 материалов

Machine-Learning Segmentation (Clustering, Embeddings)

Build a Persona That Actually EvolvesОбсуждениеk-Means, Hierarchical Clustering, Word EmbeddingsВидеоTurning ML Segments into Actionable GroupsВидеоSegment Validation: Size, Behavior, ProfitabilityВидеоMulti-Source Data Triangulation for SegmentationВидеоSegmentation Models ExplainedЧтениеMachine-Learning Segmentation (Clustering, Embeddings)Задание

Persona Evolution & Zero-Party Data Strategies

Dynamic Personas: AI Updates Based on BehaviorВидеоZero-Party Data: Surveys, Preferences, Community SignalsВидеоPrivacy-First Segmentation Approaches (Post-Cookie)ВидеоZero-Party Data PlaybookЧтениеPersona Evolution & Zero-Party Data StrategiesЗадание

Cross-Platform Trend & Cultural Signal Mining

Platform-Specific Signals: TikTok, Reddit, YouTube, PinterestВидеоMining Reviews & App Store Data for Product InsightsВидеоUsing AI to Merge Cultural Trends with Consumer SegmentsВидеоFrom Clusters to Characters: Building Dynamic Personas with AIDIALOGUECultural Intelligence for Trend ForecastingЧтениеCross-Platform Trend & Cultural Signal MiningЗадание
04Ethical AI, Bias Detection & Insights Dashboard Development19 материалов

Ethical AI & Bias Detection in Brand Insights

Types of AI Bias in Market IntelligenceВидеоBias Mitigation Tools & TechniquesВидеоEthical Risk Scenarios in Brand InsightsВидеоCross-Cultural Bias & Fairness in Global Market IntelligenceЧтениеEthical AI & Bias Detection in Brand InsightsЗадание

Data Privacy, Zero-Party Data & Governance

Privacy Risks & Responsible Data StrategiesВидеоBuilding Governance Frameworks for AI InsightsВидеоPolicy Templates for Brand Intelligence TeamsВидеоCase StudyЧтениеData Privacy, Zero-Party Data & GovernanceЗадание

Building the AI-Powered Brand Insights Dashboard (Capstone)

Designing a Multi-Source Dashboard (Sentiment + Trends + Segments)ВидеоVisualizing Insights Using Data Studio, Power BI or TableauВидеоTurning Dashboard Outputs Into Strategic RecommendationsВидеоIndustry-Specific Dashboard Models (FMCG, Tech, Retail, Finance)ВидеоDashboard Decisions: Evaluating Insights with an Ethical LensDIALOGUEDashboard Wireframe TemplateЧтение
Consumer Sentiment, Brand Health & Predictive AnalyticsЗадание
Automated Segmentation, Personas & Trend ForecastingЗадание
Building the AI-Powered Brand Insights Dashboard (Capstone)Задание
Ethical AI, Bias Detection & Insights Dashboard DevelopmentЗадание
Course Closure - Gratitude !Видео