Tingyan Han

Evidence and Data for Brand Growth

Blending Principles and Data for Smarter Brand Growth

Marketers often lean on evidence-based principles from industry and academic studies. The classics, such as the 60:40 brand-to-activation budget split, mental availability, and maximum reach, to name a few, have become essential heuristics that lend marketing strategies structure, simplicity and predictability.In contrast, data-driven marketing can seem disruptive. New tools frequently emerge – attention metrics, universal […]

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Identity

The New Identity Paradigm

Fool’s gold? A new paradigm is emerging in place of the crumbling cookie. New rules dictate how personal data is collected and shared. Legacy technologies like third-party cookies are disappearing, and regulations are reshaping how we collect and use consumer data. To thrive, marketers must rethink their strategies around identity—the capability that enables personalised targeting,

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modern marketing measurement

The Modern Marketing Measurement Field Guide

The marketing measurement landscape is undergoing rapid transformation, driven by demands for stronger customer privacy and greater evidence-based rigour.  Attribution, Incrementality and Marketing Mix Modeling are evolving swiftly to meet these new realities, changing how marketers holistically and objectively evaluate the business impact of marketing. In this guide, we’ll explore the key evolutions in these

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incrementality north star

Incrementality as the North Star and Ground Truth for Marketing Measurement

A version of this article was first published on ExchangeWire North star KPIs deserve north star measurement DAU, Revenue, Margins – These are the goals around which entire companies align their teams, from product to engineering to sales. For marketing teams, this means juggling both long-term and short-term investments to ensure growth in both demand

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Modern Measurement Triad

The Modern Measurement Triad

The modern marketer’s measurement toolkit has arrived. The end goals themselves remain unchanged – effective measurement should improve the quality of decision-making at the strategic and tactical levels. Yet, in the face of signal loss from cookie deprecation, and a rising demand for statistical rigour, marketers are under pressure to maintain optimisation agility and prove

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Value-Based Optimisation

Value-Based Optimisation for Improved Business Impact

Value-based optimisation (VBO) is the use of ad buying platform bidders to generate business value above and beyond standard conversion volume. When activated, it creates a stronger through-line between media campaigns and business outcomes, allowing marketers to replace customer acquisition cost (CAC) or cost per acquisition (CPA) models with more meaningful business goals. This can

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