Stan McShinsky when you configure the search in Online, using the current release, you are correct its only one field per layer. In order to search more you'd have to add the layer multiple times and configure each.
However if you use the new Search widget, available in some of the templates like the Basic Viewer and with the ArcGIS API for JavaScript, you are able to configure more than one search field per layer.