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Repeat purchase alone misses a lot — someone might rebuy out of habit or because it's on sale, not real loyalty. I'd layer in a short NPS or brand preference survey (even 3-4 questions) to capture intent and advocacy. The combo of behavioral + attitudinal data gives you a much cleaner loyalty score than either alone.
Wei Zhang
Wei Zhang

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