First I must tell you that I am not a member of a guild, so what I say is as an outsider. I've been to some events (not always quilt shows) that had very few people coming to see the exhibits.
I have to wonder if there was enough advertising. Radio spots can be very effective and not too expensive. Also the local paper may be willing to have a story about it. You might want to look into that.