Ep. 239: Dan McCarthy | Food for Thought: How External Data Analysis Can Unlock Competitive Insights
Customer Confidential: Untold Stories of Earned Growth
Release Date: 10/17/2024
Customer Confidential: Untold Stories of Earned Growth
Episode 249: When “revenge travel” brought guests roaring back to Four Seasons Hotels, they capped occupancy, turning away guests and revenue. Scott Taber, senior vice president of global hospitality, describes the Four Seasons philosophy: No points, no perks. Just great properties, individual recognition, personal service, and an emphasis on making sure the first five minutes after check-in are spectacular. That belief was put to the test when the world started traveling again and labor gaps persisted at the end of the pandemic. The company had a choice: chase revenue or protect intimacy....
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Episode 248: At Dominion Energy, keeping the lights on isn’t just a priority—it’s the single biggest driver of customer experience. But as customer expectations continue to evolve, the bar keeps rising. Customers don’t just want to know when their power will be back, they want to know why it is out. And they expect that experience to be as seamless, informed, and intuitive as downloading and using their favorite mobile apps. Meeting those expectations requires transparency, empathy, and a companywide commitment to service. In this episode, Utibe Bassey, vice president of customer...
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Episode 247: What if customers achieve real results—but don’t know it? Most vendors sell functionality. Mari Cross wants customers to see impact—in their own numbers, in real time. Mari Cross, Chief Customer Officer at Infor, is dismantling a common illusion: that delivering software features equals delivering value. Infor sells enterprise resource planning (ERP) tools, but Mari's focus is on proving business outcomes. She built a system where customers define the results that matter, track them through the product itself, and act on them with confidence. Her team isn’t there to rescue...
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Episode 246: The AI future of customer service is already here—and it’s better than most people think. In this episode, Deon Nicholas, President and Executive Chairman of Forethought, joins host Rob Markey to show us how some companies are already using AI to resolve customer issues end-to-end in ways we could barely imagine just a couple of years ago. Deon introduces us to agentic AI: an emerging class of intelligent agents that take real action, integrate across enterprise systems, and adapt to each customer’s needs. Drawing on his experience building Forethought’s platform, Deon...
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Episode 245: What happens when digital transformation becomes table stakes—and customer relationships become the real differentiator? Eduardo Roma, Global Head of Customer Experience Transformation at Bain, believes companies that spent years optimizing transactions and digitizing every interaction are now unprepared for what matters most: becoming more humanized. The human element is now critical, and efficiency can’t be mistaken for real connection. Eduardo outlines three forces reshaping customer experience: Digital is now table stakes, customer power has surged to new heights, and...
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Episode 244: What defines a differentiated customer experience? It starts with a clear framework for measuring intangible value and making calculated trade-offs. In this special tribute show, we revisit our 2016 conversation with Eric Almquist, a former partner at Bain & Company, on the Elements of Value. This framework transforms how businesses understand loyalty, brand equity, and growth. Inspired by Maslow’s hierarchy of needs, Eric made value practical, categorizing 30 elements into functional, emotional, life-changing, and social impact levels. His research connected the dots...
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Episode 243: At Emory University, 99% of donations come from just 8% of donors. It’s a small alumni minority funding almost the majority of the university. This raises a big question: How do you cultivate loyalty among everyone else? In this episode, Emory’s Chief Experience Officer, Cutler Andrews, describes how they’re dismantling silos—by merging alumni relations, donor relations, and events—to offer a cohesive experience. They’re seeing success. Within five years, Emory’s engagement nearly doubled from 28,000 to 54,000 participating alumni. Learn how Emory’s four engagement...
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Episode 242: Wells Fargo has established a clear position on artificial intelligence: If you can't explain how an AI model works, you shouldn't deploy it. This stance challenges the common assumption that black box algorithms are acceptable costs of advanced AI capabilities. In this episode, Kunal Madhok, Head of Data, Analytics, and AI for Wells Fargo's consumer business, reveals how the bank has operationalized this philosophy to enhance customer experiences while maintaining rigorous standards for model explainability and ethical deployment. The stakes for financial...
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Episode 241: When is mastering the basics a differentiator? In an industry where complexity is the norm, Prudential Group Insurance has made a counterintuitive strategic choice. While many companies chase innovation through digital transformation and enhanced features, Prudential has discovered that operational excellence—the "absence of noise"—can be a more powerful differentiator. Abhii Parakh and Mike Estep reveal why group insurance demands a fundamentally different approach to customer experience than high-touch industries like hospitality or travel. For Prudential, success...
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Episode 240: How has the Chief Customer Officer (CCO) role evolved over time? Traditionally focused on tracking metrics, CCOs now play a proactive and forward-facing role in driving business innovation. In this episode, Caroline Lombardi, Global Head of the Hospitality & Leisure Practice at Egon Zehnder, explores the CCO role’s dramatic evolution. Customer experience—no longer just about tracking satisfaction or retention—has become a valuable springboard for boosting revenue and gaining a competitive edge. Successful CCOs are skilled in holistic customer experiences, from call...
info_outlineEpisode 239: What hidden insights can customer behavior data analysis reveal about how successful one food delivery app may be over another?
Discover how analysis of externally sourced customer behavior data can fuel dramatic improvements in revenue forecasts and strategic decisions. See how competitor data analysis can help identify strengths and weaknesses that are otherwise hidden.
In this episode of Customer Confidential, we’re joined by Dan McCarthy, director and co-founder of Theta and Associate Professor of Marketing at the University of Maryland's Robert H. Smith School of Business. Dan shares findings from Theta and Bain & Company’s jointly published consumer purchase data study, “Customer Lifetime Value across Food Delivery Competitors.”
Together, Dan and Rob explore how they used a proprietary database of credit card transaction data from Pyxis to track customer behavior for subscription services over five years. They describe how accounting for corresponding economic factors like seasonality and the Covid-19 pandemic helped improve forecasts of transaction velocity, spending, and retention. Learn which food delivery app had the best customer loyalty, the most customers, and highest per-customer spending.
Guest: Dan McCarthy, Director and Co-Founder of Theta, Associate Professor of Marketing at the University of Maryland, College Park
Host: Rob Markey, Partner, Bain & Company
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Time-Stamped List of Topics Covered:
- [02:00] Introduction to customer behavior analysis and business forecasting
- [05:15] How companies can use historical data to predict customer lifetime value
- [10:00] Insights from customer data and the role of subscription services
- [15:30] The impact of external factors like economic shifts and market changes on consumer behavior
- [20:00] How businesses can improve acquisition and retention strategies using data
- [25:00] Using customer lifetime value to forecast future revenue and business growth
Time-Stamped Notable Quotes:
- [02:45] “The notion of having a consistent data set with multiple companies in it so you can compare … all these different food delivery companies [means] you can explicitly see them and you can see the same consumers buying across them.”
- [05:37] “It’s primarily taking these different vintages of customers—where a vintage is defined by, ‘When did that customer make their very first purchase with your firm?’—and then within that vintage, what we want to explain is what these individual customers are going to do in the future.”
- [07:42] “[The data] is what allows us to say things like, is this company acquiring customers well? Are they retaining customers well? How frequently are they buying? And how does that compare across different companies?”
Additional Resources: