brand loyalty

How AI Recommendations Are Changing the Rules of Brand Growth

How AI Recommendations Are Changing the Rules of Brand Growth

  • ARF; MSI

What happens to brand growth when consumers increasingly turn to AI assistants instead of relying on familiar brands or traditional search results? As generative AI becomes a more influential part of product discovery and purchasing decisions, marketers face new questions about how brands gain visibility, enter consumers' consideration sets and compete for attention. In MSI Working Paper, Tri-System Brand Growth: The AI Mediation Layer, researcher Pablo Ulpiano González Castro introduces a framework that adds AI availability to the established concepts of mental and physical availability. Drawing on brand-growth theory, an experiment and cross-category measurement research, the paper examines how AI-generated recommendations may reinforce existing brand advantages or create new opportunities for competing brands, and what these changes mean for marketing strategy and brand measurement.

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Beyond Clicks: What Polarizing Content Really Costs Publishers

Beyond Clicks: What Polarizing Content Really Costs Publishers

  • ARF; MSI

Digital publishers often assume that content generating the most clicks also creates the most valuable readers. This MSI Working Paper challenges that assumption. Using behavioral data from a major European news publisher, the researchers find that while politically polarizing content reliably increases engagement, it does little to drive subscriptions—and during politically charged periods, it can actually reduce subscriber acquisition and increase churn. The findings offer important guidance for publishers and marketers seeking to balance short-term attention with long-term customer relationships.

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Defying the Odds: What Long-Term Brand Winners Do Differently

Defying the Odds: What Long-Term Brand Winners Do Differently

  • ARF | ARF Cognition Council
  • ARF ORIGINAL RESEARCH

Based on two decades of Brand Asset Valuator (BAV) data and a complementary custom study, this ARF Cognition Council report examines why some brands maintain strength over long periods while most decline. The research identifies differentiation, consistency, cultural relevance and sustained visibility as critical drivers of long-term brand resilience in the face of market and consumer change.

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