SINGAPORE · DIGITAL & ECOMMERCE MARKETING

Lucas Lim Kai Yi

Growth · eCommerce · AI-augmented marketing · tap to skip

Notes

Measured, not asserted.

Research I ran myself, with the method and the raw data published alongside the conclusion. Including the parts where the data disagreed with me.

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