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  • An evidence folder beside a speech bubble and magnifying glass, representing research into why customers leave.
    Design & UX,  Product Management

    Customers are leaving. How do you find out whether the product is the problem?

    / November 3, 2026

    Use a worked customer comparison, neutral interview questions and an evidence-to-action template to investigate why customers leave.

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  • Research folder with solid and dotted speech-bubble cards beside a magnifying glass.
    Design & UX,  Product Management,  Tech & Cybersecurity

    AI personas are not customer evidence: a practical research sorting exercise

    / October 13, 2026

    Separate observations, interpretations and AI-generated suggestions before they become product decisions.

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