Ranking

The same query can have a different best order per market.

Assortment, stock, brand awareness and season can differ locally while keeping the core relevance central.

Relevance first

Exact product and brand matches remain a strong foundation.

Availability

Use local stock as a signal when assortments differ.

Popularity

Calculate popularity by market where central volume would distort local preferences.

Commercial signals

Apply boosts per store or country with clear term and owner.

Test separately

A ranking change can turn out well in one market and in another market badly.