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    Short-Term vs Long-Term Quality (JD Power Analogy)

    Ask two questions: what breaks in the first 90 days, and what breaks over time. Loyalty lives in both.

    JD Power separates initial quality from long-term dependability, and the same split applies to any product. Early friction and slow decay are different failures with different fixes, and both feed loyalty and customer lifetime value.

    Initial quality is the early experience: what a customer hits in the first days and weeks. Dependability is what still works a year in. Products can excel at one and fail the other, which is why a strategist has to look at both windows.

    • What are our first-90-days problems?
    • What breaks over time?
    • How do both affect loyalty and lifetime value?

    The wider principles follow from this discipline. Metrics shape behavior, so bad KPIs create dark patterns. Engagement is usually a smell, not success. Input metrics are not outcomes. Growth without retention is deception. Customer-centricity is long-term value creation, and that means pairing every quantitative metric with qualitative research and optimizing for task success.

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    Reading about short-term vs long-term quality (jd power analogy) is one thing. Seeing where it applies in your journey is the useful part.

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