Consumer packaged goods companies are investing heavily in marketing, retail media, and analytics. Yet many still struggle to answer a fundamental question. Which investments are actually driving incremental sales? The problem is rarely a lack of data. In fact, most organizations have more data than ever before. The real challenge is alignment and standardization.
For Cristina Anne Costa, Senior Vice President of Sales at Pēq, this fragmentation has become one of the biggest barriers to scalable growth in the CPG industry. Having spent her career working at the intersection of brand marketing, shopper marketing, retail media, and data analytics, Costa has seen firsthand how misaligned measurement can slow decision-making and dilute the impact of marketing investment.
Her perspective today is shaped by that experience. “As long as every team is using different KPIs, alignment is impossible,” Costa explains. “Sales might be looking at shipments, marketing is looking at impressions and engagement, and finance is focused on margin. Without a common framework, you cannot compare results in a meaningful way.” Solving that challenge requires more than better dashboards. It requires a structural shift in how organizations measure performance, make decisions, and communicate results.
Creating a Single Source of Truth
The first step toward alignment is establishing a consistent foundation for measurement across the organization. In many CPG companies, performance data is fragmented. Marketing teams evaluate campaign performance through engagement metrics, sales teams track shipment volumes, and finance teams focus on revenue and profitability. Each perspective provides valuable information, but when these metrics are not connected, organizations struggle to understand the full impact of their marketing investments.
Costa believes the solution begins with creating a centralized view of incremental sales performance that allows teams to evaluate marketing activities using comparable data. “Growth stalls when measurement is fragmented, and methodologies are not comparable,” she says. “Organizations need a standardized way to evaluate incremental performance across all marketing channels, not just digital touchpoints.”
When teams operate from a shared measurement framework, conversations change quickly. Instead of debating which data is correct, leaders can focus on how to allocate resources more effectively. “When sales, marketing, and analytics are speaking the same language,” Costa notes, “decisions accelerate.”
Moving from Reporting to Real-Time Optimization
Even when organizations align on measurement, another challenge often remains. Analytics frequently arrives too late to influence outcomes. Traditional marketing evaluation tends to follow a familiar pattern. A campaign launches, teams wait until the attribution window closes, and analysts produce a report summarizing the results. By the time those insights are delivered, the budget has already been spent, and the opportunity to adjust strategy has passed.
Costa believes this reactive model is increasingly incompatible with modern marketing environments. “Too often analytics is post campaign,” she says. “We run a program, wait for the attribution window to close, and then evaluate performance after the budget is already gone.” Scalable growth requires real-time visibility into performance, so they can adapt while campaigns are still running. With faster feedback loops, marketing teams can identify which tactics are generating incremental lift and which ones are underperforming. Investment can then be redirected immediately toward the strategies delivering the strongest results.
In this model, data does more than validate past decisions. It actively guides where the next dollar should go. “Teams should be able to see what is working while it is happening,” Costa says. “That visibility allows organizations to optimize investment instead of simply reviewing history.”
Turning Data into a Strategic Narrative
Data alignment also plays a critical role in how marketing leaders communicate value within the organization. In many CPG companies, marketing executives are constantly advocating for investment, while finance leaders seek clear proof of return. When measurement frameworks are fragmented, those conversations often become difficult. Leaders may struggle to demonstrate how specific campaigns contributed to revenue growth or market share gains.
Costa argues that unified measurement transforms that dynamic. “When sales and analytics are aligned, leaders can clearly show how their efforts drove incremental lift, return on ad spend, and overall revenue impact,” she explains. Instead of defending marketing as a cost center, executives can position it as a measurable driver of growth.
The Next Phase of Growth
Sustainable growth does not happen by accident. It happens when marketing strategy, sales execution, and analytics infrastructure operate as a connected system. That system begins with standardized measurement, evolves through real-time performance visibility, and ultimately enables organizations to link marketing investment directly to revenue outcomes. “You cannot scale what you cannot measure,” Costa says. “And you cannot align on what you have not clearly defined.” As competition intensifies and marketing ecosystems grow more complex, the companies that solve this alignment challenge will be the ones best positioned to drive the next phase of growth.
Connect with Cristina Anne Costa on LinkedIn for more insights.
