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Analysis

The Optimization Trap

Why the Wrong Metrics Are Costing Brands Growth

Analysis
The Optimization Trap

Why the Wrong Metrics Are Costing Brands Growth



price and promo data

The most dangerous marketing decision isn’t investing too little.

It’s investing more in the wrong things.

In an era where every channel can prove its performance, every platform can report a return, and every campaign generates a dashboard of metrics, marketers face an uncomfortable reality.

The metrics that are easiest to optimise are not always the ones that drive growth.

A promotion can increase volume while eroding value. A high-ROAS campaign can capture demand that already existed. A best-selling product can contribute less incremental growth than a smaller, less visible SKU. Marketing teams often focus on the metrics most readily available, rather than the outcomes that create genuine business value.

Yet these are often the very metrics guiding investment decisions.

For today’s CMOs, the challenge is no longer measuring marketing.

It’s avoiding the optimization trap.

As measurement capabilities have multiplied, so too have the metrics competing for attention. Channel performance, campaign ROI, engagement rates, attribution reports, retailer data, and platform dashboards all offer answers.

The risk is that they may not be answering the right question.

Not “What performed?”

But: “What created growth that would not otherwise have happened?

business team looking at window with notes

 

Optimizing Volume Instead of Growth

The optimization trap becomes especially apparent during periods of economic pressure.

When growth slows and budgets tighten, organizations naturally focus on driving sales as efficiently as possible. Yet not all sales are created equally.

Promotions are a good example.

More promotions can increase volume, but they do not necessarily create incremental growth. In many cases, they simply shift demand, encourage stockpiling, or increase reliance on discounts. Over time, this can reduce margins and make brands increasingly dependent on promotional activity.

The same principle applies across the marketing mix.

More frequency does not always deliver greater effectiveness. More assortment does not always translate into greater value. Best-selling products are not always the products creating the greatest incremental contribution to the business.

Growth comes not from generating the most activity, but from generating the most additional value.

That requires marketers to move beyond performance metrics and understand incrementality: the business outcome that would not have happened without the investment.


Optimizing Channels Instead of Systems

One of the most persistent challenges in marketing is evaluating channels in isolation.

Brand investment is measured separately from performance media. Retail media is measured separately from social. Promotions are measured separately from pricing and distribution.

Consumers, however, do not make decisions in isolation.

They experience brands.

Research across multiple markets continues to show that strong brands influence trust, consideration, loyalty, pricing power, and willingness to choose familiar options when uncertainty increases. Brand-building doesn’t compete with performance marketing—it strengthens it.

Similarly, retail media doesn’t simply drive transactions. Social media doesn’t simply create awareness. Creative doesn’t simply improve engagement.

Each contributes to a wider system that influences consumer behaviour.

This is where many organisations miss opportunities. By focusing on individual channel performance, they underestimate the interaction effects that create growth across the marketing ecosystem.

The question is no longer: “Which channel worked best?”

It’s: “How are these investments working together?”

This becomes even more important during periods of uncertainty. As consumers grow more selective, trust, familiarity, and mental availability begin to play a larger role in decision-making. In these moments, brand-building and performance activity are not competing investments; they reinforce one another. The brands that navigate disruption most successfully are often those that have spent years building the trust consumers rely on when choices become harder.

 

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The Optimization Trap