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INSIGHTS // THE SIGNAL LOG
Signal, not noise.
Field notes on attribution, MarTech, paid media and growth — from the team that treats marketing as an instrument. No hot takes. Just what we've learned charting courses out of the noise.
The Attribution Trap: Why Your Dashboards Disagree, and How to Fix It
Six tools, six numbers, one revenue figure that no two of them agree on. The fault isn't your data — it's the model underneath it. Here's how to chart a single, defensible source of truth.
Answer Engine Optimization: How to Get Cited by AI, Not Just Ranked
Ranking on page one used to be the destination. Now an AI answer often arrives before the user ever sees a link. Here is how to become the source it cites, and how to measure whether you are.
Read → MarTechYour MarTech Stack Is Lying to You — a 7-Point Audit
Your dashboards are green and your reports arrive on time, which proves nothing. Here is the seven-point audit that separates real signal from confident noise — and what 'good' looks like for each.
Read → Paid MediaBlended CAC Is Hiding Your Best Channel
A single blended customer acquisition cost number feels clean and decisive. It is also the most expensive average in your dashboard, because it averages away the one thing budget decisions actually depend on: which channel earns the next dollar.
Read → AI & AutomationAI in Marketing, With Judgment: Where Automation Earns Its Place
AI belongs in your marketing stack, but not everywhere and not unsupervised. A practitioner's map of where automation creates real lift, where it quietly destroys trust, and the guardrails that keep the two apart.
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