How to Stop Burning Marketing Cash with Data and Testing
Bruna Pavani details how BI metrics and team alignment replace guesswork in campaign decision-making.
In an interview on Marketing - The Podcast, Bruna Pavani highlights the top warning signs of budget waste in marketing projects. She explains the critical need to base decisions on clear metrics and tailor testing frameworks to brand maturity.
In a conversation with Bruno Gimenes on Marketing - The Podcast, Bruna Pavani discussed how rigorous data usage and systematic testing prevent financial waste in marketing strategies. In an excerpt focused on sustainable growth, Pavani highlighted the key operational bottlenecks that cause companies to burn through their client budgets needlessly.
In the video above, the discussion dives into the direct impact that a lack of information governance has on the practical results of a launch campaign.
Warning signs of misalignment and protecting the budget
When analyzing the factors that signal an operation is draining resources without delivering returns, Pavani points to continuous scope changes and internal misalignment within the client organization. In her view, inconsistencies among different leaders in the same company put investments at immediate risk.
"When it comes to burning through cash, I notice it a lot when we check back in with the client and there are constant briefing changes or conflicting information. That makes me nervous in the sense that, if a campaign is already live, you just want to say: stop everything, let's realign here so we don't burn the client's money," Pavani points out.
She recalls that this cautious approach to budgets has guided her routine since the beginning of her career, emphasizing the importance of reviewing strategic direction before launching campaigns: "I think it really comes down to catching conflicting information on the client side. Sometimes I see one person say A and another say B, so you have to pause, align everything, and confirm what the actual goal is."
Data versus creative subjectivity
Another topic addressed was how vulnerable marketing professionals become when visual and conceptual choices rest solely on personal taste. For Pavani, business intelligence teams and structured dashboards provide the precision required to justify creative directions to stakeholders.
"Running tests, A/B testing, bringing in the BI team to break down metrics and understand what works and what doesn't—that changes everything. It's one thing to say 'red looks nice,' but it's another to show dashboards proving that a specific visual performed better for specific reasons. It's backed by data, not guesswork," Pavani says.
The need for numerical validation is especially critical in an industry often seen as subjective. As Pavani explains, operating without an analytical foundation weakens the agency's position: "When you aren't backed by data, you're vulnerable to pushback on whether a decision makes sense. But when BI structures reporting so you can show the facts in black and white, it's a completely different story."
Testing formats and brand maturity
Bruno notes that marketing operates through continuous experimentation and refinement, requiring robust tools to monitor growth. When asked which tests should precede a product launch, Pavani emphasized that there is no one-size-fits-all playbook that can be mechanically copied.
"I think it varies widely depending on the product, the brand, and the maturity of both the business and the product itself," Pavani explains, arguing that media and digital testing plans must reflect each company's unique context rather than relying on standardized templates.