Journal
Field notes on how Malaysians hunt for homes inside search apps — filters, maps, empty boards, and inquiry forms.
Festive seasons and search rhythm
Hari Raya, Chinese New Year, and school holidays shift how Malaysians browse property apps — read those weeks on their own terms.
Preparing analytics access for an external review
A practical checklist for portal teams before inviting someone like Portalspring to read search-app events.
Naming districts the way seekers type them
Official mukim labels rarely match what buyers type into a property search bar — a quiet drain on analytics.
Map pins versus inquiry forms
Dense map clusters can look like demand while inquiry forms stay quiet — separating curiosity from intent in search apps.
When empty search results are the real bounce
Seekers leave property apps after empty boards more often than after slow images — how to spot the pattern in your events.