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AEO’s “Awareness” Frontier – Redesigning the Marketing Funnel

AEO’s “Awareness” Frontier – Redesigning the Marketing Funnel

by John Chang | Oct 16, 2025 | Blog

The search landscape is undergoing a seismic shift. As AI agents increasingly mediate the shopping journey, the traditional Google playbook—bidding on keywords to place ads alongside blue links—is becoming obsolete. For retailers and brands, this presents both a...
CPG Brands Must Control Their Product “Source of Truth” in the GenAI Era

CPG Brands Must Control Their Product “Source of Truth” in the GenAI Era

by John Chang | Oct 15, 2025 | Blog

In an age where consumers increasingly turn to generative AI for product information and recommendations, consumer packaged goods (CPG) companies face a critical challenge: ensuring that the information about their products is accurate, complete, and trustworthy. The...
AI Browsers Will Transform How We Shop and Interact with Brands

AI Browsers Will Transform How We Shop and Interact with Brands

by John Chang | Oct 14, 2025 | Blog

The browser has been the gateway to the internet for over three decades, but its fundamental capabilities haven’t evolved much since the early 2000s. We point, we click, we fill out forms, we navigate through pages. At CRSTBL Inc., we believe we’re on the...
AI’s Evolving Role in Local Advertising for a Fragmented Media Landscape

AI’s Evolving Role in Local Advertising for a Fragmented Media Landscape

by John Chang | Oct 13, 2025 | Blog

The advertising world has reached a critical turning point. With media fragmentation cited as the top challenge by advertisers, local businesses face a particularly daunting environment. When you’re working with limited budgets and regional focus, navigating...
Why Publishers Are Skeptical of GEO —And What It Means for MarTech Stack Investments For Now

Why Publishers Are Skeptical of GEO —And What It Means for MarTech Stack Investments For Now

by John Chang | Oct 10, 2025 | Blog

The digital publishing world is facing a familiar challenge: just as we’ve mastered one optimization framework, the goalposts are moving again. Generative Engine Optimization, or GEO, has emerged as the supposed successor to traditional SEO in an AI-driven...
Century of Innovation: Where Does AI Fit Among The Technologies that Fueled Business Growth

Century of Innovation: Where Does AI Fit Among The Technologies that Fueled Business Growth

by John Chang | Oct 10, 2025 | Blog

Over the past century, countless technological innovations have transformed how businesses operate. Here are some of the most impactful technologies (and associated companies), grouped by time period. Below that, a ranking on overall impact by technology. AI tools,...
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