News
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Your CDP Is Probably Not Doing What Your Vendor Told You It Would Do
Your marketing team has seven systems that know something about your customers. None of them agree. Your CDP was supposed to fix that. The vendor promised a unified customer profile, real-time activation, and AI-ready data. Most CDP implementations deliver a data warehouse that nobody trusts.
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The Channel You Cannot Track Is Probably Your Most Influential Channel
Someone read your LinkedIn post, shared it in a Slack channel. A colleague forwarded it to three people in WhatsApp. One submitted a demo request. Your analytics calls that direct. Your attribution model calls it unattributed. 62% of direct traffic is dark social. Here is what that actually means.
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The AI Hallucination Problem in Marketing Is Worse Than Your Vendor Will Tell You
A B2B software company published a blog post last quarter. It was well-written and entirely wrong about three of the five statistics it cited. The statistics came from an AI content tool. 36.5% of marketers say hallucinated AI content has gone live on their channels. This is what it costs.
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The Marketing Organizational Design Problem Nobody Is Solving
A major brand replaced its CMO last quarter. The pipeline was declining. The CMO had built a marketing organization optimized for 2019. This is the marketing organizational design problem in 2026 — and most organizations are not solving it.
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Loop Engineering: Building Self-Evolving Agent Fleets for Marketing
Your demand generation team runs seven workflows every week. None of them talk to each other. The marketing organization furthest ahead in 2026 is building systems of agents that observe outcomes, share signals, reason about what is working, and update their own behavior — continuously, without human intervention.
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The CMO Agenda Nobody Prepared You For
The CMO stood at the board meeting and presented campaign performance. The board asked about brand health and competitive differentiation. She did not have clean answers. This is the CMO agenda problem in 2026 — and it is not going to resolve itself.
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Why Your Martech Vendor ROI Calculator Is Wrong
Your team spent three months evaluating a new platform. The demos were impressive. The ROI calculator showed 340% return. Implementation took six months longer than projected and your team uses 30% of the capabilities they were sold on. This is the typical martech vendor selection experience.
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The Brand vs. Performance Marketing Debate Is a Waste of Time
The CMO told the board she was increasing the brand budget by 40%. The CFO asked how that would affect pipeline next quarter. She did not have a satisfying answer. The brand versus performance debate is a false dichotomy — and most organizations are having the wrong conversation.
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Your ROAS Is Wrong: Why Marketing Measurement Requires Three Different Methodologies
Your paid media team says ROAS is 4.2x. Your MTA platform says assisted conversions are up 23%. Your CFO ran their own analysis and says you are spending too much. Three people, three different conclusions. The solution is not a better attribution model.
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The Board Meeting Problem: Why Your Marketing Metrics Don't Answer the CFO's Question
The CFO asked: what are we getting for this marketing spend? The CMO showed 2.3M impressions and 847 MQLs. The CFO asked again. The gap between what marketers measure and what finance understands has never been wider — and the solution is not more metrics.