Category: Data

  • You Ask, I Answer: Adopting Data-Driven Marketing Strategy?

    Kait asks, “How do you suggest to go about to creating a data-driven strategy standard and breaking the โ€œbecause weโ€™ve always done it this wayโ€ mentality?” Strategy is always a sale. Every sale has to answer the question, “What’s in it for me?” for the buyer. Not what’s best for the company, for the organization,…

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  • You Ask, I Answer: Adopting Data-Driven Marketing Strategy?

    Summary In today's episode, I walk through how to get organizational buy-in for a data-driven strategy when teams cling to the "we've always done it this way" mentality. Here's what this means for you. You'll learn how to sell change by framing data in terms of personal benefit for stakeholders and securing quick early wins.…

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  • You Ask, I Answer: Marketing Advice for Brands in 2021?

    Summary In today's episode, I share one critical piece of marketing advice for brands entering a new year of disruption, focused on building rock-solid analytics infrastructure. Here's what this means for you. You gain a survival framework that lets you pivot your business in real time when markets, customer behavior, and conditions shift unexpectedly. You'll…

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  • You Ask, I Answer: Marketing Consumer Data and Privacy?

    Summary In today's episode, I break down how CPRA and the phaseout of third-party cookies force marketers to rethink their data strategies. Here's what this means for you. You discover why treating data collection as a value exchange becomes the foundation of any first-party data strategy going forward. You'll also learn these concepts: how to…

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  • You Ask, I Answer: Google Analytics and Data Privacy?

    Summary In today's episode, I break down when Google Analytics does and doesn't meet data privacy and compliance standards for organizations handling sensitive information. Here's what this means for you. You'll understand the real reasons teams get internal pushback on using GA and how to audit your site to avoid accidentally leaking personally identifiable information…

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  • You Ask, I Answer: Google Analytics 4 Long-Term Benefits?

    Summary In today's episode, I explain why Google Analytics 4 is supposedly better in the long run despite its current rough edges and transition challenges. Here's what this means for you. Companies that develop technical proficiency with GA4's data capabilities gain a sustainable competitive advantage through custom models and deeper insights that other companies miss.…

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  • You Ask, I Answer: Source/Medium Governance in Google Analytics?

    Summary In today's episode, I walk through how to get stakeholders aligned on source and medium tracking in Google Analytics 4 by combining organizational authority with a simple shared process. Here's what this means for you. You'll replace chaotic channel groupings with a controlled tagging system that makes attribution actually trustworthy. You'll also learn these…

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  • You Ask, I Answer: When to Switch to Google Analytics 4?

    Summary In today's episode, I walk through exactly when and how your company should make the leap to Google Analytics 4. Here's what this means for you. You get a practical migration framework built around parallel deployment, governance readiness, and stakeholder reporting continuity rather than a single switchover date. You'll also learn these concepts: why…

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  • You Ask, I Answer: Third Party Data and Model Audits?

    Summary In today's episode, I explore whether AI vendors will need to anonymize or share their training data sources, breaking down the trend toward opaque black-box models and the growing case for third-party auditing. Here's what this means for you. You gain a practical framework for knowing when pushing vendors for bias audits makes sense…

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  • You Ask, I Answer: Data Democratization and AI?

    Summary In today's episode, I explore whether AI makes the challenges of data democratization even worse and what determines the outcome. Here's what this means for you. You gain a clear framework for understanding why expertise matters more than ever when deploying AI tools and analytics systems. You'll also learn these concepts: why naive users…

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