In Zurich, Franz Carl Weber was the best option I found but very expensive. I ended bringing a bristle board plus sets of darts over from the UK for our works team for a fraction of the price.

A lot of the pubs here only have the plastic type boards with silly darts, so asking them is not really an option.

Otherwise the darts shop in Bern that somebody already mentioned.