Before using customer data to personalize an experience, test whether customers expect it, find it relevant, and feel comfortable with it. By Stephanie Trovato Published on August 20, 2026 Personalization can make the customer experience more useful, but it can also make customers wonder how much you know about them. The line comes down … Continue reading How to tell if your personalization is over the line
Most brands recognize customers but don’t understand their context. Learn what’s keeping personalization from meeting rising customer expectations. By Katie Templin Published on August 7, 2026 The bar has moved, and it’s moved further than most organizations realize. A first name in a subject line used to signal effort. Now it barely registers. … Continue reading Personalization still falls short of customer expectations
Most personalization plans collapse during execution because operational realities don’t match the vision. By Katie Templin Published on May 7, 2026 As a strategist, I never thought I’d say this, but we need to stop talking about blue sky. A north star is important. A roadmap to get there is critical. But the … Continue reading Why AI personalization strategies fail
Prebuilt campaigns are losing ground to continuous decisioning. Marketing teams need systems that respond as context evolves. By Angela Vega Published on April 27, 2026 Contextual collaboration reflects a shift from structured interfaces to systems that interpret intent through language, behavior, and interaction. Instead of requiring users to translate what they want into filters and … Continue reading Why contextual collaboration is replacing personalization
Consumers are more willing to trade data for better recommendations, but they are very clear about what the red lines are. By Constantine von Hoffman Published on March 24, 2026 Last updated on March 25, 2026 Consumers are still concerned about privacy, but they are getting more comfortable trading data for better … Continue reading Why AI personalization comes with strict limits
Hyper-personalized email campaigns can feel intrusive and create subscriber fatigue. Learn when personalization actually adds value. By Alexander Melone Published on March 17, 2026 Last updated on March 17, 2026 We’ve got AI-driven data reporting, we’ve got personalized greetings, personalized subject lines, user-based product recommendations and a whole range of other tools to … Continue reading Email personalization has an overuse problem
True personalization starts with context, not attributes. See how scenario-based design bridges behavioral segments and real-world customer needs. By Katie Templin February 9, 2026 Personalization is often treated like a data problem. Do you have enough attributes? Are your segments sophisticated enough? Is your tech stack capable of supporting it? While those questions … Continue reading Why context matters more than data in personalization
From automotive to beauty and travel, AI is enabling brands to generate bespoke content and experiences with customers instead of for them. John Premkumar on December 1, 2025 The future of marketing isn’t just personalized — it’s participatory. As AI advances, leading brands are discovering that its real power isn’t in replacing human creativity … Continue reading AI is turning personalization into a two-way conversation
Digital channels are crumbling, personalization is backfiring, and Gartner says CMOs must rethink everything—or risk becoming irrelevant. Constantine von Hoffman on November 19, 2025 Two pillars of modern marketing—digital channels and personalized engagement—are falling apart and CMOs must do a radical rethink to survive, according to a new Gartner report. “The foundations CMOs once … Continue reading CMOs face a make-or-break moment as digital channels and personalization collapse
GenAI is rewriting the rules of digital content, and only AI-native CMS platforms will keep your brand visible and competitive in a zero-click world. Benu Aggarwal on November 11, 2025 Generative AI is breaking digital experience strategies wide open. As AI models surface flaws in siloed content and search behaviors shift toward AI agents … Continue reading How to build a GEO-ready CMS that powers AI search and personalization
