Purchase Pattern Audit
A timed reading of how your Hong Kong clients buy across seasons — basket mix, revisit gaps, and where high-intent visitors stall.
Before you commission a full board, a purchase pattern audit clarifies what is actually happening on your floors. We read seasonal rhythm, category mix shifts, and the stretches between visits that often hide lost clienteling chances.
The audit ends with a plain-language brief your merchandise and clienteling leads can argue from — not a wall of charts. If the findings justify a deeper commission, we carry the cohort definitions forward so you do not start from scratch.
Who it is for
Merchandise and retail leads who need a clear picture before a collection drop or staffing plan
Result you can expect
A written pattern brief with ranked findings and three concrete clienteling moves for the next quarter
How we work
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Scope
Agree segments, seasons, and success questions.
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Read
Analyse exports against those questions.
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Brief
Deliver findings and three actionable moves.
Preparation
Provide 12–24 months of purchase exports for the agreed stores.
Constraints
Findings stay within the data you supply; we do not append external credit or social scores.