Defining Visibility on Bangkok Hypermarket Floors
How trade marketers separate true share-of-shelf from temporary stockouts when measuring brand exposure.
Visibility insights
Observations from measurement work on Thai retail floors—useful for brand, agency, and distributor teams.
Secondary Displays That Actually Get Seen
Sight-line checks that separate decorative builds from displays shoppers encounter on the path to category.
Building a Visibility Scorecard Without Vanity Metrics
A practical set of KPIs for Thai retail panels: share of shelf, eye-level hit rate, and secondary exposure.