Category: Industry Insights

Research Labs How AI Is Helping Colleges Segment Students by Motivation and Demographics Understanding why students choose matters more than who they are AI is helping colleges shift from demographic segmentation to motivation-based segmentation by analyzing behavioral, intent, and engagement...

Research Labs Why Content Depth Is Becoming a Competitive Advantage in EdTech From engagement metrics to learning outcomes: how depth redefines value in education technology Content depth is the new strategic moat in EdTech. Platforms that prioritize coherent curricula, mastery-based...

Research Labs Why Institutional Real Estate Marketing Is Becoming Data-Led The structural shift from persuasion to precision Institutional real estate marketing is shifting from relationship-led persuasion to data-led precision because the underlying capital environment has changed. Globalized investors, analytically sophisticated...

Research Labs Why Developers Are Investing in Audience Intelligence Before Project Launch Market intelligence has moved upstream in the development cycle Developers and product teams are moving audience intelligence upstream because the economics of launch have inverted. Building software is...

Research Labs How Health Systems Are Using AI for Demand Forecasting, Not Promotion Operational intelligence is replacing reactive planning across 500+ hospitals globally Health systems are deploying AI primarily for operational forecasting, not patient targeting or promotion. Across more than...

Research Labs The Role of AI in Managing Reputation for Health and Wellness Brands How AI strengthens trust infrastructure when reputation is strategic, not reactive For health and wellness brands, reputation is operational infrastructure, not a marketing output. AI now...

Research Labs Why Banks Allocate Budgets Based on Regional Performance Gaps Moving beyond national averages to unlock efficiency and growth Banks are moving away from population and branch-count formulas to allocate marketing budgets based on regional performance gaps. By measuring...

Research Labs The Role of Location-Based Advertising in Improving Patient Access Using Geography, Not Personal Data, to Connect Communities with Care Location-based advertising improves patient access by using geographic signals, not personal health data, to align information distribution with where...

Research Labs Why Healthcare Demand Varies Block by Block, and What Marketers Can Do About It Geographic Intelligence for Privacy-First Healthcare Marketing Healthcare demand varies sharply at the block, ZIP, and census tract level because of structural forces (provider availability,...

Research Labs How AI Enables Strategic Consistency Without Sacrificing Local Relevance Embedding strategic intent into workflows to resolve the tension between global coherence and local execution AI resolves the long-standing tension between global brand consistency and local relevance by acting...