Public licensing records
Public regulators and open-data portals can provide licensing information. Availability and contact fields vary by source. You need to organize, normalize, and interpret the data before using it across markets.
Agency websites and directories
Individual agency websites can provide business context that a licensing row lacks. Research takes time, and each site may publish different information. Respect the terms and limitations of each source.
Prepared contact datasets
A prepared CSV reduces the work of assembling a consistent schema. Compare exact contact-field availability, source attribution, snapshot dates, geography rules, and price. A large record count alone does not establish quality or fit.