11 June 2026
Reading Sell-Through Across Store and Online
How merchandising teams in Thailand can compare store and online sell-through without forcing the two into a single misleading average.
Merchandising teams often ask for a single sell-through number that covers every door and the website. That average can look calm while one channel is quietly funding the other. A healthier habit is to keep two columns visible for the same cluster: store sell-through and online sell-through over the same calendar window.
Start by agreeing what “online” includes — marketplace, owned site, or both — and whether returns after fourteen days still count against the period. Thai multi-brand retailers frequently mix those definitions between finance and merchandising. Until the definitions match, charts will argue with each other in the room.
A practical comparison frame
Rank clusters by the gap between channels, not by absolute volume alone. A mid-volume fabric group that sells through in store yet stalls online may deserve depth cuts online before you touch the branch planogram. The reverse case — online winners with weak facings — belongs in a space conversation, not a blanket markdown.
Bring the two-channel view into Tuesday trading with three clusters only. More than that and buyers retreat to totals. Insight Axispoint briefings use this frame when preparing merchandising visualization packs for Bangkok teams.