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Measuring Brand Equity’sImpact on Revenue: A White Paperfrom Tinuiti Galen MurrayVP of Econometrics, TinuitiWritten by: Introduction: Brand Equity, What ItIs and Why It’s So Hard to Measure “Can brand-building efforts truly drive measurablebusiness success in a world dominated by performance CMOs intuitively understand that brand equity matters, but proving it in financial terms has been historicallydifficult. It has remained a “fuzzy” concept—valuable but hard to quantify—leading to short-term performance While marketers agree that brand equity plays an important role in a company’s bottom line, measuring itwith precision has historically been out of reach. CMOs have struggled to justify the value of brand equity It’s not a new conundrum. As John Wanamaker famously lamented, “Half the money I spend on advertisingis wasted; the trouble is I don’t know which half.” At the start of the 20th century, that wasn’t surprising. Brand-building efforts primarily lived on billboards,sandwich boards, and print ads. But how are brands still grappling with the same challenge today, when This white paper introduces a groundbreaking econometric model that finally connects brand equityto revenue—bridging the gap between brand building and financial accountability. What Is Brand Equity? Brand equity, at its core, is the economic value a brand brings beyond its products or services. Think of itas the “intangible goodwill” that drives consumer trust, recognition, loyalty, pricing power, and ultimately, Brand equity represents the cumulative perceptions—both positive and negative—that consumers associate While short-term performance marketing focuses on immediate results, brand-building investments laythe groundwork for long-term success. Yet, the inability to quantify brand equity’s impact has historically In recent years, the ease of tracking clicks, purchases, and downloads has led to a disproportionate focus onperformance marketing at the expense of brand building. Marketers often prioritize easily measurable KPIs,overlooking harder-to-quantify but more impactful drivers of growth—like brand equity. In essence, marketing This short-sighted approach has led many CMOs—who already face ever-shortening tenures—to over-investin short-term performance at the cost of long-term brand equity. The result? An overreliance on immediate Brand equity can be understood through a simple thought experiment: Imagine if we took Uber and strippedaway only its brand name and recognition while keeping everything else identical - the same drivers, Similarly,research on Champagneprovides a perfect illustration of brand equity’s power. In blind taste tests,people can’t identify which Champagnes are more expensive. Once bottle labels are revealed, consumers Why Brand EquityMeasurement Matters For years, CMOs have struggled to prove the value of brand-building investments to skeptical CFOs and CEOs.Without a trustworthy, data-driven framework, brand equity has remained difficult to quantify in financial With the right tools, CMOs can now connect brand equity to revenue, making the case for sustainedinvestment. This isn’t just about adding another metric to a dashboard. A robust brand equity measurement •Connect Brand and Performanceby finally proving out their complementary yet hard-to-discern relationship.•Justify brand-building budgetsby quantifying the long-term ROI of brand-building investments. •Gain CFO/CEO buy-inby bridging the gap between marketing and finance by tying the abstract concept Our Model: Two-Stage Media MixModeling (MMM) + Causal Mediation To address the brand equity measurement challenge, Tinuiti developed a brand equity modeling frameworkthat applies rigorous econometric techniques to isolate and measure brand-driven revenue impact. As an independent full-funnel marketing agency, Tinuiti’s expertise in measurement has been independentlyrecognized—Forrester awarded Tinuiti the highest possible scores in Media Planning, Measurement, andAttribution in The Forrester Wave™: Media Management Services, making us the only agency to receive top Methodology COMBINING DATA STREAMS Robust models require strong data foundations. We unite four normally disparate data sources: 1.Brand Equity Metrics •In partnership with YouGov, TInuiti collects daily dataacross four dimensions: awareness, buzz, purchase •These metrics offer a time series representation of consumer sentiment, serving as the foundation for the analysis. 2.Marketing Spend •Channel-specific investments from platform sources of truth (e.g., paid search, TV,social, programmatic).•Granular, daily data increases precision for attributing outcomes to channel spend. 3.Gross Revenue •Total revenue data across ecommerce, retail, andin-store channels. •Captures revenue beyond direct-response campaigns to reflect the broader impact of brand-building. 4.Context Variables •Background factors that can impact how thepublic relates to brands and influence