Managing Contacts for Multi-Location Companies: Best Practices

How do you guys handle this? When a company has multiple locations, and just one website, but you need contacts from each location. How do you manage this when you have hundreds of companies that are like this in one big list? I don't want to duplicate search efforts (obviously), and I don't want to skip lots of locations in the search because that reduces the list size.