Most retailers see measurable improvements within 3-6 months. Early wins include higher opt-in rates (since you’re asking less upfront) and cleaner data quality. Meaningful profile depth and the ability to run more targeted campaigns typically develop over 6-9 months as customers move through multiple interactions. The timeline depends heavily on your transaction frequency and how many touchpoints you activate.