Addressability marketing is the practice of identifying and reaching specific, defined audiences with precision, rather than broadcasting to everyone and hoping the right people are paying attention. It sits at the intersection of data strategy, media planning, and audience intelligence, and when it works, it does something most marketing fails to do: it connects the…
Marketing effectiveness evaluation frameworks give organisations a structured way to judge whether their marketing is working, not just whether it is running. The best frameworks connect spending decisions to business outcomes, separate signal from noise, and give leadership teams a shared language for making trade-offs. Without one, most marketing reviews devolve into reporting on activity…
CMO management is the practice of running the marketing function in a way that earns commercial credibility, not just creative respect. It means translating marketing activity into business outcomes, managing upward with clarity, and building a team that delivers results rather than reports. Most CMOs who struggle do so not because they lack marketing skill,…
Customer value management is the discipline of understanding, measuring, and growing the economic value your customers generate over time, then using that understanding to make sharper decisions about acquisition, retention, and resource allocation. Done well, it shifts marketing from a cost centre focused on volume to a function that actively manages one of the most…
Markov chain attribution is a probabilistic model that calculates the contribution of each marketing channel by measuring how much conversion probability drops when that channel is removed from the customer experience. Unlike rules-based models that hand all credit to the first or last touch, Markov chains treat the path to conversion as a sequence of…
A corporate strategy model is a structured framework that defines how a business allocates resources, competes in markets, and creates long-term value. The most useful ones force clarity on questions that most leadership teams prefer to leave vague: where to play, how to win, and what to stop doing. The problem is not a shortage…
Marketing attribution has a first principles problem. Not a data problem, not a technology problem, and not a budget problem. The models most teams rely on are built on assumptions that were never sound to begin with, and the multi-channel allocation decisions flowing from those models are compounding the error at scale. If you want…
Privacy analytics is the practice of collecting and interpreting user behaviour data without relying on individual-level tracking, third-party cookies, or personally identifiable information. It produces measurement that is legally compliant, technically durable, and often more accurate than the bloated, consent-broken data pipelines most marketers have been running for the past decade. The shift is not…
Combining offline transactions with web data gives you a version of marketing attribution that reflects how customers actually buy, not just how they behave on your website. Without it, you are measuring a fraction of the conversion experience and making budget decisions based on incomplete evidence. Most attribution setups are built entirely around digital touchpoints:…
Data privacy risk management is the process of identifying, assessing, and controlling the legal, reputational, and operational risks that arise from how your organisation collects, stores, and uses personal data. For marketing teams, that means understanding where your data comes from, what you are permitted to do with it, and what happens when something goes…
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