Marketing measurement infrastructure built for downturns

The conventional wisdom is that marketing loses budget in a downturn because executives stop valuing marketing. The truth is closer to the opposite. Executives value marketing fine. What gets harder to defend, when the pressure goes up and the numbers get scrutinised, is a measurement framework that was never really built for finance in the first place.

That isn’t an indictment of marketing teams. It’s a reflection of what proper measurement actually costs. Building infrastructure that can stand up to CFO-level questioning is a multi-year investment: specialist tooling, analyst time, cross-functional processes, and a willingness to run tests that might produce unflattering results. Expensive, slow, and rarely urgent, until the moment it suddenly is.

The next downturn won’t be won or lost on creative brilliance, agency relationships, or channel selection. It will hinge on something less glamorous: whether the measurement investment has been made in time to survive scrutiny when the stakes get high.

What “measurement trust” actually means, and why it lives with finance.

Measurement trust is the organizational credit that accumulates when forecasts hold up, when models stop surprising the CFO in bad ways, and when the numbers marketing presents can survive a serious challenge without a defensive response. Not a dashboard. Not a tool. A track record.

And it doesn’t live with the CMO, who already believes in marketing. It lives on the other side of the table: with the CFO, with finance business partners, with the commercial team that owns the P&L. Most measurement programs aren’t built for that audience. They’re built to help marketers make tactical choices and report back in the language of the function: reach, frequency, engagement, attributed conversions. When those numbers make it up to the executive table, they get translated but rarely rebuilt. Finance is handed a summary of what marketing already believes, presented in a way designed to reinforce that belief. Fine when there’s money to go around. Less fine the moment someone starts pushing back.

The research is clearer than most teams realize.

There’s a useful piece of research here: BCG, working with Facebook, looked at what separates companies with strong CMO-CFO alignment from those without it. Summarised in BCG’s 2020 article “Companies Gain When CMOs and CFOs Measure Success Together“ the finding is that stronger relationships unlock financial improvements of 20% to 40%.

The more revealing part is what the same research showed about the state of play. Only 7% of respondents strongly agreed that their companies clearly defined which function owned what in marketing ROI. Organizations that submitted cross-functional performance metrics as part of the annual strategic plan were 56% more likely to feel they had a well-functioning process for understanding marketing’s contribution to the business. The upside is real, the mechanism is understood, and hardly anyone is doing it. Structurally, that hands the teams who do something close to a competitive advantage.

The research is a few years old, worth noting, because the ground has shifted underneath it. Measurement is harder today, but our CFOs still wants proof. Platform self-reporting looks less credible every year. Reading it now, the 20 to 40% figure feels like a floor rather than a ceiling.

Prudential and Josh Cellars: what building it looks like, and what it pays for.

Two Ipsos MMA case studies make the shape of this concrete. A quick note on the source: Ipsos MMA is the measurement vendor, and vendor-published case studies benefit the vendor when clients look good. The specific claims deserve scrutiny. The structural patterns, which map neatly onto BCG’s broader findings, are the part worth paying attention to.

At Prudential Financial, the marketing mix modelling program wasn’t treated as a technical upgrade. It was designed as an organizational one. Finance was brought in early as a collaborative partner rather than a budget approver. Methodology was made transparent to people who’d never open the code. KPIs were aligned up front to business metrics that mattered across the enterprise, not just to marketing. Jadon Wellman, Prudential’s Vice-President of Marketing Effectiveness, described finance as “key in determining the measurement program’s impact”. Finance wasn’t the audience for the output. Finance was a co-author of the framework.

Josh Cellars shows what that discipline pays for. The wine brand has worked with Ipsos MMA on MMM since 2018. Above-the-line profit ROI has improved by 167% over seven years. Media-driven case volume has grown more than 500%. The brand now ships over five million cases a year. The numbers are impressive, but they aren’t really the point. Wine is a slow business. Production is planned years ahead, supply chain needs to know when demand will materialize, sales has to commit volume to distributors, media agencies have to lock in upfront buys. Josh Cellars used measurement not just to optimize media, but to coordinate the whole company around a shared forecast. When COVID arrived and off-premise wine sales surged, most brands that rode the spike fell back to baseline when it passed. Josh Cellars didn’t. CMO Dan Kleinman’s framing captures the advantage: when every function is working from forecasts they can depend on, a company can move faster and commit bigger than competitors still debating internally. Not a measurement win. A strategic advantage produced by measurement. Exactly the kind of advantage that, in a downturn, lets a brand keep spending while competitors are cutting.

Why this is a fair-weather activity.

Here’s the awkward bit. Measurement trust is a long-duration asset. You can’t buy it in a quarter. You can’t rush a model into maturity because the board is getting nervous. BCG’s research puts an actual number on the compounding window: organizations that stuck with the same measurement methods and tools for two to three years, investing in incremental improvements along the way, were 220% more likely to measure standardized KPIs and 58% more likely to integrate those insights into how they set marketing budgets.

Two to three years. That’s longer than the notice period most CMOs get before a budget review turns hostile. Start building measurement trust the week the CFO starts asking harder questions and you’re already two years late. Which is why it’s a fair-weather activity. Not optional, but something that gets built when conditions are calm, when executive attention is forgiving, and when there’s room to get things a bit wrong while the models mature. In good times, investing in measurement infrastructure feels like a nice-to-have. In bad times, it feels impossible. The window for building it is the window where it looks least urgent.

There’s another factor worth acknowledging, though this is more observation than research. A real measurement program is a lens that looks both ways. It can confirm that the big-budget brand campaign was worth it. It can also reveal that a tactic the team has been running for two years isn’t earning its budget. That’s a politically awkward thing to introduce into an organization, and the teams that do it early tend to be the ones with enough institutional confidence to handle what the numbers show. It’s a real ask, not just of budget, but of culture.

Measurement is how marketing gets better.

For organizations spending seriously on marketing, and trusting in its impact even without being able to fully prove it, a robust measurement function pays for itself many times over. It tells the business where to invest more, where to hold steady, and where the returns don’t justify the spend. Without it, the choice in a downturn is binary: cut everything, or cut by gut feel. Both destroy value. Good measurement turns a blunt instrument into a scalpel.

But it’s also the thing that makes marketing better at its job. Every marketing team has instincts about what’s working. Most of those instincts are right. Some of them aren’t. Measurement is how the team sharpens the good instincts, retires the tactics that have quietly stopped earning their keep, and finds the channels that are doing more than anyone realized. It’s a learning system, not a scoring one. The teams that treat it that way tend to get better faster, because they’re running a tighter feedback loop between decisions and outcomes.

There’s also a structural question worth asking, which is where measurement should sit in the organization. The default assumption is inside the marketing team, and for many companies that works. But finance and business intelligence teams bring useful things to the table: analytical discipline, commercial context, and a natural bridge to the rest of the business. A measurement program built as a partnership between marketing, finance, and BI often lands with more credibility than one owned solely by any of them. It’s worth thinking of measurement less as a marketing function and more as a shared capability that marketing benefits from, like any other well-run business intelligence practice.

The meeting is already over before it starts.

Here’s the thing that tends to get missed. The meeting where marketing’s budget survives or gets cut isn’t really decided in that meeting. It’s decided in the years leading up to it. By the time the conversation happens, the CFO already has a view on whether marketing’s numbers can be trusted, the board already has a sense of whether the last few forecasts held up, and the commercial team has already formed an opinion on whether marketing’s claims match what they see in the sales data.

The brands that will defend their budgets through the next downturn aren’t the ones with the biggest agencies, the flashiest AI stack, or the sharpest creative. They’re the ones whose finance team already treats marketing’s numbers as a credible input to planning, rather than a case to be defended. That quiet credibility is the whole game. And it gets earned slowly, in low-stakes moments, over years, before anyone is watching closely.

Which means the work to survive the next downturn isn’t happening in the next downturn. It’s happening now. The teams that understand that are already investing. Everyone else will be making the case from scratch when the stakes are highest.

That’s usually a meeting you lose.