I've never seen one posted on a church. I'd go the first day and let them know you are from out of town. At my wife's church we have "look outs" and new people are strongly encouraged to sign in and are talked to a little. This would be a good time to ask.
I am curious about Costco, though. I keep forgetting to look as I go in.