Our client names often include location text (e.g., “Rapid Car 2 Inc — Bronx”). Should we clean that before searching?

Yes—strip appended city/borough (“— Bronx”), remove street fragments and extra punctuation/suffixes. Keep address pieces in address fields.

address-zip-handling