One thing it does show them is that you are desirable. If a company wants you, there is something good about you.
When I moved back to Utah with my family, after plugging away for employment, I ended up with 5 offers in the same weekend. There was some divine intervention there, for which I am very grateful. But once a company knew that others wanted me, they quickly jumped on the train.