Insights

Thinking you can check my work against.

Practical notes on campaign decisions, customer understanding and AI-assisted work, grounded in my marketing experience.

AI Architecture · Portfolio

Your AI is only as good as the brief it can actually read

Generic AI output is a context problem, not a prompt problem. Build the reference library, then check what the tool can read.

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Strategy Fundamentals

Segmentation, targeting and positioning still come before the prompt

AI can write a campaign in seconds. It can’t decide who the campaign is for.

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AI Search · SEO

GEO: what AI search changes, and what it doesn’t

AI answers don’t need a new bag of tricks. The fundamentals still apply, and they’ve become less forgiving.

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Portfolio Strategy

How to market a multi-brand portfolio without the brands eating each other

Lessons from portfolios of five, nine and fourteen brands: distinct positioning, shared infrastructure and budget that follows evidence.

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AI · Judgment

What AI still can’t do in marketing

I use AI every day. Four marketing jobs it still can’t do: read the room, make the call, earn trust and know when to stop.

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Retention · CLV

Retention is the quiet profit engine. Here’s the machinery.

Acquisition gets the applause; retention pays the bills. Lifetime value, the flows that matter and honest measurement.

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Email · First-Party Data

First-party data is a relationship, not a list

Whatever happens to cookies, own the relationship. Collect data people are happy to give, and use it to serve them better.

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B2B Marketing

B2B equipment marketing is a long game. Play it like one.

Win the research months, show the machine working and stay present between purchases.

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Marketing Leadership · AI

In-house, agency or AI: decide by the work, not the trend

AI made the in-house vs. agency debate louder, not simpler. Start with the work, then decide who should do it.

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Brand Strategy

Brand vs. activation when the budget is small

Forget the fixed split. Ask whether each line moves something now, and whether it keeps working after the campaign ends.

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AI · Future of Work

Agentic AI in marketing: give it a job, not the keys

AI agents can run multi-step tasks. Which jobs to hand them, what they must check and where a person still approves.

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