For chain stores I tend to add a link to the corporate website only, as deeper links are too fragile (see KeepRight for tens of thousands of OSM URL links that no longer work).
Best in my mind is a synchronization between the corporate store finder and OSM. At that point a deep link to the individual store page on the corporate page makes a lot of sense.
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