In a recent LinkedIn post, Olga Alcaraz discusses a critical challenge facing modern marketing teams: not a lack of data, but a deficiency in clarity and actionable insight derived from that data. Alcaraz highlights a pervasive sentiment among marketing professionals, stating that while teams possess more data than ever before, they struggle to translate this information into meaningful strategies and confident decisions.
Drawing attention to new research from Funnel, Alcaraz points out significant findings that underscore this issue. She notes that a staggering 72% of marketers report having ample data but difficulty in converting it into insight. Furthermore, 86% feel they lack a clear signal amidst the noise, and a mere 8% of in-house marketers consistently leverage advanced analytics.
“We’ve become very good at reporting. But many teams still struggle to consistently translate reports into confident decisions.”
The Reporting Paradox: What Happened vs. Why It Happened
Alcaraz elaborates on the limitations of current reporting practices. She argues that most dashboards excel at explaining past performance – the “what happened” – but fall short when it comes to answering more crucial questions. These include understanding the underlying reasons for outcomes, identifying effective next steps for testing, determining optimal budget allocations, and recognizing activities that should be discontinued.
According to Alcaraz, the current landscape often leads to a situation where data is abundant but its strategic value is underutilized. This gap is particularly concerning as artificial intelligence (AI) becomes more integrated into marketing workflows.
AI’s Role: Amplifying Gaps Without Data Foundations
Writing on LinkedIn, Alcaraz expresses a nuanced view on AI in marketing. While acknowledging its potential to accelerate workflows and boost creativity, she cautions that AI can also exacerbate existing problems if not implemented on a solid foundation of clean, unified, and trusted data.
“Without unified, trusted data foundations, it can also scale existing gaps in clarity.”
Alcaraz emphasizes that future marketing success, particularly in an AI-driven environment, will depend on more than just adopting new technologies. She outlines key investment areas for marketers aiming to stand out by 2026:
- Investing in clean, connected data infrastructure.
- Cultivating organizational cultures that embrace and reward experimentation.
- Moving beyond superficial attribution models to deeper understanding.
- Viewing reporting not as an endpoint, but as a crucial starting point for deeper discovery.
The Path Forward: Clarity Through Connected Data and Culture
In Olga Alcaraz’s view, the marketers who will thrive are those who prioritize the foundational elements of data management and analytical culture. She suggests that the focus needs to shift from simply accumulating data or generating reports to actively deriving actionable insights that drive strategic decision-making.
“The marketers who will stand out in 2026 won’t just adopt new tools. They’ll: Invest in clean, connected data… Build cultures that reward experimentation… Move beyond surface-level attribution… Treat reporting as the starting point for discovery, not the finish line.”
Alcaraz encourages a broader conversation about the evolution of marketing measurement, especially in the context of AI’s growing influence. She concludes by posing a direct question to her audience, inviting them to reflect on their own reporting practices: “Do you feel your reporting today drives decisions or mainly document performance?” This question prompts a self-assessment of whether data efforts are truly leading to strategic action or merely serving as a historical record.
📝 About This Content
This article is based on insights shared by Olga Alcaraz on LinkedIn.
📅 Originally posted on March 13, 2026 | View original post on LinkedIn →