Field notes ·

Building a SKU shortlist that makes conversion reports usable

Why reporting every SKU at once hides the story, and how a shortlist keeps Bangkok sellers focused on actionable moves.

Printed product catalogue pages with a shortlist of SKUs circled in pencil

A conversion report that covers every SKU becomes a catalogue reprint. Sellers in Bangkok who work with us usually start with revenue leaders, then add a handful of strategic newcomers and a few chronic underperformers.

Fifteen to twenty-five SKUs is enough for a monthly pack. That range still shows channel differences without burying the reader in tables.

Group shortlisted items by role: hero margin drivers, traffic magnets, and experimental listings. Each group needs a different success measure. A traffic magnet can convert lower if it feeds cart additions for higher-margin companions.

Refresh the shortlist each quarter. Seasonal catalogues and festival promotions change which items deserve attention.

When you hand the shortlist to an analyst, include packaging notes, gift-with-purchase rules, and known stock constraints. Those details explain funnel gaps that raw numbers cannot.

Ask about a conversion report