Engagement
Catalog search review
How search, filters, and the product grid count impressions versus true product opens in a Malaysian mixed catalog.
A grid impression is not a product page. A search for “baju raya” is not the same as a tap on a size-M kurung. We sample the queries merchandising actually cares about, check whether filters fire events, and separate sponsored tiles from organic opens when those tiles exist.
The pack is useful before a catalog rebuild or a new filter set. It will not rank your search algorithm; it will say whether Monday’s “views” mean opens, scrolls, or both.