Last-click still wins the meeting until someone brings invoices

Last-click survives because it is easy to export. The marketplace tags the order, the search click is sitting there, and the meeting can end before lunch. That convenience is not the same as a fair reading of a month that also paid for panels on the Federal Highway and a television burst around a drama slot.

In mixed Malaysian plans the last tagged click often belongs to a voucher, a brand-search term, or a retargeted social placement. Those clicks are real. They are also frequently the last step after someone already saw a board, heard a radio line, or walked a grocer end-cap. If finance only trusts the extract, outdoor and shopper programmes look like waste even when store managers can point at the fortnight the panels went up.

A usable alternative is not a mysterious score. It is a written lookback: seven days, fourteen days, or a festival-shaped window for Hari Raya. Put last-click on page one if you must, then put first-touch or a simple even split on page two. The ranking that flips is the finding. The ranking that stays still is the part you can take into the next buy.

What last-click cannot do is invent a path that was never invoiced. If the outdoor log is missing, do not “correct” last-click with a guess. Mark the channel unresolved. That single habit does more for marketing attribution analytics than any slogan about being fair.