The music industry has spent the last two years talking about superfans — the small slice of listeners who spend disproportionately on an artist's music, merchandise and live tickets. Mag Rodriguez, founder and CEO of the direct-to-fan platform EVEN, says the problem is simpler and more stubborn than enthusiasm: nobody in the business can actually identify who those fans are.

In an op-ed published in Music Business Worldwide's MBW Views series on 4 August 2026, Rodriguez argues that superfan data is fragmented across at least five disconnected platforms. Presales, merchandise stores, tour presales, community chats and streaming services each sit in their own silo, with no shared database linking a single fan's activity across all of them. Music Business Worldwide

Rodriguez, who has over 13 years of experience in the music industry and a decade as an entrepreneur specialising in artist development and community building, founded EVEN as a direct-to-fan platform supporting 22 global payment methods and over 135 currencies. The company has partnered with Cinq Music to offer turnkey direct-to-fan services to artists. EVEN

The core of her argument rests on a single album release, for which EVEN had access to data across spending, streaming and community activity. The picture it paints is messy. The top spender laid out $677.99 but streamed the album only 14 times. The top listener pressed play 971 times — and spent $7.99. The most active community member sent 474 messages in the artist's chat while streaming the album exactly once. Music Business Worldwide

The numbers get more counterintuitive. Eleven of the 25 most active listeners spent $10 or less on the album. Nineteen of the 25 most active fans in the community chat spent more than $100 each. The people who stream obsessively are not the people who spend heavily, and the people who talk most in the community are a third group again — overlapping, perhaps, but not interchangeable.

Rodriguez's point is that most superfan strategies treat these three types — big spenders, community organisers and heavy streamers — as the same customer deserving the same offer. A vinyl pre-sale invitation sent to the person who streamed 971 times but spent $7.99 may land differently than one sent to the person who has already dropped hundreds of dollars. The industry's instinct, she writes, is to collapse those distinctions into a single "superfan" bucket and market to it uniformly.

What gives the argument weight is that it comes from inside a platform built to solve exactly this problem. EVEN's own model, outlined in a launch sprint playbook on its site, frames the economics starkly: 100 fans spending $20 each generates $2,000, while the same revenue from streaming alone would require roughly 250,000 streams — a comparison that hinges on the platform's ability to identify and reach those 100 fans in the first place. EVEN

For fans, the practical consequence is that the emails, offers and presale codes landing in their inbox may be aimed at a version of them that doesn't match what they actually do. For the industry, the consequence is more direct: a strategy built on a customer the business cannot yet reliably see.