When buyers and sellers share an app, activation is two questions
A marketplace app can look busy while one side has never completed the action that makes the other side’s wait worthwhile.
Field notes
Pages from the desk, after the briefing has ended.
These notes stay with marketplace activation: what to count, what not to count, and how to speak about it in a Penang room. They are not productivity essays.
First listing is a poor seller-activation event for classifieds
A published listing can be a photograph of intent. In classifieds, the first reply handled is usually the moment a seller actually joins the market.
Reading the gap between registration and first order in food delivery
Hungry people abandon food apps for reasons that look similar in a spreadsheet and very different on the ground in George Town.
How many weeks of event history an activation report actually needs
Four quiet weeks can be enough. Four noisy weeks after a festival can lie. The window is a judgement, not a minimum download size.
Briefing a factory procurement lead on B2B marketplace activation
A procurement manager in Perai does not need a lecture on funnels. They need to know whether new suppliers can complete a first quote.