Well, a lot of the stuff Parker would have been noticing took place "off-screen" as it were, so if you want her to get an invite, Parker can have seen SOMETHING. Even if it's just a matter of "I can tell you're related to Zuko and his first instinct upon arrival was to escape into the ventilation shafts, so your family clearly doesn't raise morons" ;)