Scott,
Facebook scans pages to detect some of the information we put on them. Until the first time they are scanned, you will see that error. Visiting the page will put it in Facebook's queue to scan. So.. if your page is brand new, or hasn't had any visits recently, it may get that message. It should clear itself up within about 24 hours after the error comes up (that's how long it can take FB to scan it).
So, you're not crazy.. just viewing one of the oddities of Facebook. We'd love it if there was a way to hide the message until it's a 'real' error.. unfortunately, there isn't.
Hope that helps,
Alex