shakalakaa Blog

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Every optimisation decision in paid marketing is only as good as the data feeding it, and in Malaysia the data is usually broken in a specific way: the business runs on WhatsApp, and WhatsApp conversations are invisible to ad platforms unless someone deliberately builds the bridge. A campaign "optimising for leads" while the real enquiries happen in untracked chats is optimising for the wrong people — and it explains more underperforming Malaysian ad accounts than any creative or bidding problem. This section covers the measurement layer we build before scaling any client's spend: WhatsApp click events wired through GTM, Meta's Conversions API alongside the pixel now that browser signals keep degrading, offline conversion imports that teach the algorithm which leads became customers, and GA4 configured for how clinics and service businesses actually convert. Unglamorous work — and the highest-leverage engineering hours in most accounts we take over.

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