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Ruturaj Bargal's avatar

The first-party data point in the Sephora section is the most important one for DTC operators. The brands that will show up well inside AI discovery layers are the ones with clean customer data and strong lifecycle infrastructure today, not ones scrambling to build it when the shift is already complete.

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