Location-aware compliance engines depend critically on accurate, up‑to‑date, and granular regulatory data. As laws and administrative rules increasingly move online – through municipal portals, state legislatures, regulatory agencies, and court systems – web scraping has become a foundational technique for building and maintaining geo-compliance datasets. However, regulatory data is fragmented across jurisdictions and formats, and its collection is constrained by both technical and legal considerations.