This study, authored by the Broadband Internet Technical Advisory Group (BITAG), examines the development and standardization of machine-readable broadband Internet access service labels as required under the U.S. Federal Communications Commission’s (FCC) Empowering Broadband Consumers Through Transparency Order. The report analyzes the technical, regulatory, and market implications of implementing a uniform, machine-readable format—specifically recommending the use of a Comma Separated Value (CSV) schema—to enhance data interoperability, transparency, and consumer empowerment. The research identifies the benefits of a common data structure, including improved efficiency in broadband market analysis, enhanced regulatory compliance, and facilitation of third-party data aggregation for consumer-facing comparison tools. It further explores privacy and security considerations, geographic and tax variability challenges, and the technical mechanisms for unified discovery, such as the use of well-known URIs registered with IANA. The report emphasizes backward compatibility, extensibility of schema versions, and best practices for encryption, validation, and authenticity verification through Transport Layer Security (TLS) and digital signatures. By articulating a detailed technical schema and accompanying CSV data dictionary, this work contributes to the broader discourse on open data standards, network transparency, and the intersection of regulation and digital infrastructure. It provides a foundational framework for scholars, policymakers, and technologists analyzing the interoperability of broadband information systems and the implications of machine-readable regulatory disclosures for market accountability and consumer rights.