50% of the advertising carries 100% of the weight. Wanamaker, applied. The open question, for a hundred years now: Can we do better?
Every player in the decision-making process has faced at least one of these dynamics. CEOs push vanity programs. CFOs slash advertising budgets unilaterally. CMOs rationalize simple ROI requests with convoluted math. Publishers price impressions like conversions — literally by the thousands. Platforms accelerate their own growth by taking credit and asking for more. The natural consolidation of those overlapping reports counts the same conversion two or three times, inflating the reported total. Measurement companies conflate advertising with actual causality. Agencies chase back-end incentives. None of these are intended as criticism — it's just reality, shown to be self-propagating. The odds of answering the question get lost in the noise:signal ratio.
Advertising is big business. Let's treat it as big, and let's talk about it as business.
AI changes the vector. Machine learning surfaces allocation patterns across the full conversion journey. Big data infrastructure handles the scale. Compute power produces in hours what human analysis would take weeks. Brought to the budget category that has been the least scrutinized in most companies — and brought there at scale.
AI multiplies. Multiplied against deduplicated cross-channel truth, each cycle's measurement feeds the next cycle's decisions, and the work compounds — self-sustaining value creation, real distance covered. Multiplied against platform self-reports, the same machinery amplifies the seller's claim with more confidence on the same wrong answer. A treadmill in faster shoes.
Our independence has a specific shape. We don't sell media, don't license platforms, don't operate under a methodology mandate, don't have a stake in any specific channel performing better than another. We bring the work; the result follows from what the work shows.
The traditional paradigms only go so far. We use them where they apply and go further where they don't.
For most situations, we think 20% is an achievable savings target — meaningful, identifiable, redirectable. What's that worth, in your context? What's half that worth? What's double? What's stopping you from getting at it?
This is the foundational discipline of modern corporate management — measurement as the basis for capital allocation, evidence-based investment, performance held to account by data. Sloan, applied to marketing.
Managing advertising rather than assuming it.
Applied seriously, that transforms rather than optimizes. Marketing investment governed by the same rigor as any other capital allocation. Decisions evidence-based rather than relationship-based. Performance measurable rather than asserted.
Marketing translated into the natural language of business. The conversation follows.
Asymmetric knowledge, developed and applied.