2026 Customer Data Predictions
The CDP isn't dead — the idea that its job ends at data is. Michele Nieberding's 2026 customer-data predictions and the case for invisible CX.
Customer Experience
'I Hate Customer-Service Chatbots': The Consumer-AI Relationship Is Off to a Rocky Start
Early consumer reviews of AI customer-service agents are rough. CNBC on the refund fights and frustration as chatbots take over support.
Personalization Failure Modes: Why Your Architecture Is Incomplete
Personalized customers are 3.2x more likely to regret a purchase. The five failure modes of an incomplete personalization architecture — and the fix.
The Outside-In CX Playbook: How to Create Remarkable Experiences Without Buying Another Platform
Most CX failures trace back to inside-out thinking, not missing technology. Three expert-backed strategies for creating remarkable customer experiences without buying another platform.
Why Personalization Fails: The Consumer Promise Was Always Wrong and Your Stack Made It Worse
Gartner research shows personalization harms 53% of customers. Cart abandonment hasn't budged in five years. 70% of CMOs admit they can't scale it. Here's what the data says about the consumer promise, the execution reality, and what would work instead.
The Transaction Trap: When Your Marketing Technology Stack Fights Your Customer Relationships
Marketing stacks built for transactions train teams to treat customers as pipeline events. How to rewire systems and metrics toward retention and expansion.
Outcome-Focused Martech: A Smarter Way to Implement
Most martech implementations fail because they prioritize vendors or features over outcomes. How outcome-focused implementation changes the results.
Digital Experience Platform vs CMS: Why Simple Terms Win
Buyers search for CMS while analysts push DXP. Why familiar terminology and capability assessment lead to better martech purchasing decisions.
Stop Configuring Your Martech Stack for Buyers Who No Longer Exist
Your martech is configured for buyer journeys that disappeared years ago. How to reconfigure scoring, nurture, content, and attribution around real behavior.