After leading Uber’s Marketing Data Science teams, Sundar shares insights that work for both tech giants and startups. Beyond uncovering that Meta ads generated zero incremental value (saving $30 million annually), they mastered measuring brand impact through geo testing and predicting LTV through first-week behaviors. Small companies can adapt these methods through strategic A/B testing and simplified attribution models, even with limited sample sizes. More
Tag Archives: incrementality
149: Kacie Jenkins: Claude Code’s Head of Marketing on capturing the true impact of marketing and avoiding reductive metrics
Marketing isn’t about cramming creativity into a spreadsheet, and Kacie’s journey proves it. She took on last-touch attribution, broke free from narrow metrics, and built a system that told the whole story, one where sales and marketing actually worked together. It wasn’t flashy; it was months of unsexy foundational work that led to record-breaking results. More
145: Barbara Galiza: The inconvenient truths of attribution no one wants to admit
Attribution is a bit like navigating Amsterdam’s canals: mesmerizing but full of hidden turns that don’t always make sense. You don’t need to chart every twist—just focus on finding the direction that moves you forward. Instead of obsessing over every click, use attribution like a compass, not a GPS. More
140: Jared DeLuca: Appcues’ Director of Ops on integrating demo bookings within your product and using AI to uncover incremental lifts
Jared takes us inside the mad but amazing world of martech at Appcues – the top product adoption SaaS on the planet. We cover his transition from demand gen to ops, how he’s integrated demo bookings within the product using RevenueHero, the difference between ops and revops. More
139: Ron Jacobson: Why multi-touch attribution excels in credit distribution but fails in causality
Multi-touch attribution is a credit system, not the full story behind conversions. Incrementality testing digs deeper, asking what would’ve happened without a campaign. Don’t get stuck with basic tools; true measurement needs first-party data and statistical models. For startups, focus on nailing one channel before using tools like MTA or MMM to refine growth strategies.More
137: Liam Moroney: Rethinking measurement by balancing pipeline, brand, and long-term value in a nonlinear world
Liam handed us warm tea and one of his hand-knitted beanies as we explored how marketing goes beyond just hitting pipeline numbers. It’s about building trust, shaping perceptions, and ensuring your brand is top-of-mind when it matters. Balancing short-term wins with long-term brand-building is crucial, yet often misunderstood. Marketing’s true power lies in creating a lasting impact that drives real decisions.More
135: Pranav Piyush: Why multi-touch attribution is broken and what you should do instead
Pranav guides us out of the labyrinth of multi-touch attribution under the clear sky of incrementality and causality, urging marketers to focus on whether their efforts genuinely drive sales that wouldn’t have happened otherwise. Early-stage startups can benefit by prioritizing simple methods like geo-based testing over complex attribution models, allowing intuition to guide resourceful experimentation.More
81: Pini Yakuel: Self-optimizing campaigns, the cost of generalization and packaged Martech
Pini Yakuel sheds light on the era of hyper-personalized marketing campaigns, harmonizeing human creativity and AI precision, reshaping marketing strategies and introducing an innovative approach to email marketing metrics. Pini’s insights offer a valuable compass as you navigate the landscape of AI.More