The no-API approach is brilliant for accessibility. Most data extraction tools force you into OAuth flows or API limits, but direct metadata pulling eliminates that friction entirely. This opens up Spotify data to indie developers and researchers who don't have access to enterprise APIs. The speed gain from skipping auth layers is significant too.