Mapping global investment activity in music and tech, featuring detailed trends on startup funding rounds, exits, investor profiles, and geographic concentration.

Mapping the globalization and financialization of power in music and tech, with a focus on the rise in investments from media conglomerates, sovereign wealth funds, and private equity firms.

All the information you need to navigate the music AI market — from the top apps, models, and datasets for music creation and production, to updates on major industry news across partnerships, investments, litigation, and policy.

Critical examination of music-industry ethics statements on AI — highlighting prevalent themes such as data transparency and artist consent, while also pointing out the lack of focus on issues like bias, safety, and environmental sustainability.

The most in-depth list of data tools for the music business, vetted by surveys of real-world industry professionals. Includes first-party streaming and distributor analytics, third-party music market intelligence, email/SMS marketing, ad automation, social media listening, live event analytics, and more.

A definitive ranking of which music streaming services best support artists in their marketing and career needs — based on cross-platform comparisons of nearly 90 product features in profile customization, fan marketing, and data analytics.

A member-exclusive look at the curated collection of data resources behind our Instagram series Daily Music Data, keeping you up to speed on the key numbers driving the future of the music business.