Book data aggregation platforms blocked by deprecated API access with no official alternative

Developers building book discovery and management platforms (like BookDNA) need reliable access to comprehensive book metadata, ratings, and user data, but Goodreads shut down their public API years ago with no replacement. Current solutions either require expensive manual data collection, unreliable scraping, or incomplete third-party datasets, forcing builders to either abandon projects or operate in a legal gray area.