Reading revisit gaps without sounding pushy
A revisit gap is not automatically a lost client. On luxury floors in Hong Kong, many high-value guests buy in clusters around travel, festivals, or private events, then go quiet for months. The mistake is treating every quiet stretch as an emergency that needs a percentage off.
Start by marking the guest’s historical interval — the median days between meaningful purchases — not the calendar average across your whole book. When someone drifts past that personal interval, the first move is a low-pressure note tied to something they already care about: a category they finish quickly, a size restock, or a trunk show that matches a past basket.
Purchase pattern analysis helps here only when advisors can see the personal interval beside the last category. Without that pairing, teams either spam everyone or wait too long. Build the cue into the night-before prep, and keep the language observational: “You usually look at leather goods around now” beats “We miss you.”
If your till exports are messy, clean the interval calculation for your top cohort first. A precise reading of forty VIP guests outperforms a vague dashboard of everyone who ever walked in.