From messy exports to a board advisors open
Helena’s team had three years of tickets across two Hong Kong doors and no shared definition of a retained client. The commission paused visualisation until staff purchases, tourist one-offs, and local retainers could be separated. Once the cohort rules existed, the clienteling board focused on personal revisit intervals and category headroom. Advisors still complain about one dense filter, but night-before prep now takes minutes instead of a scavenger hunt through email threads.
Helena Vos · Merchandise Lead, European maison franchise · Clienteling Dashboard Commission
“We almost cancelled after seeing how messy our exports were. Toolkitgardenhub stayed for the cohort clean-up and only then built the views. The patience mattered more than the charts.”
Three moves before a staffing reshuffle
Jonathan needed evidence before shifting clienteling hours toward weekday evenings. The audit highlighted a cluster of high-intent guests who browsed after office hours but purchased on Saturday mornings when their preferred advisors were off. The team adjusted two rotations and tracked whether those guests closed with their usual advisor. Early results were uneven — one door improved, another needed a different pairing — but the conversation finally used purchase rhythm instead of anecdote alone.
Jonathan Mak · Operations Partner, boutique group, Kowloon · Purchase Pattern Audit
“The audit’s three recommended moves were specific enough to put on a one-pager. We did not need another strategy workshop.”