There are some rarely forgivable interviewing mistakes that justify ruling a candidate out even when there are good reasons to hire them. Lack of preparation is one of them.
The Effective Hiring Manager Missing Chapters - Reasons To Say No #1 - Unprepared | Manager Tools podcast - Listen or read transcript on Metacast