Maybe the Algorithm Was Never A&R

There is an interesting shift happening in the music business that may ultimately be very good news for real artists. For the better part of the last decade, artist discovery became increasingly tied to numbers. TikTok views, Instagram followers, YouTube subscribers, Spotify streams and saves became a kind of digital audition for the music industry. Instead of asking whether an artist could walk into a room, command a stage and turn strangers into fans, the first question increasingly became, "What are their numbers?"

That isn't going away. Social media will continue to be an enormously important discovery and marketing tool. But there are signs that the industry may be remembering something it once understood very well: attention is not necessarily the same thing as a fanbase. Traditional A&R was never simply about finding someone who could sing or play. At its best, it was about recognizing potential and then developing it. Labels found artists, helped them find their sound, paired them with songs and producers, developed their image, put them on the road and gave them time to become something bigger than whatever they were on the day they were discovered.

Somewhere along the way, much of that development was pushed onto the artist. Build your audience. Grow your followers. Generate streams. Create content. Prove there is already a market and then come talk to us. That model makes financial sense, but it also creates a problem. Technology has made it increasingly easy to create the appearance of momentum. A viral video can generate millions of views without creating a lasting relationship between the audience and the artist. Followers can disappear almost as quickly as they arrive. Streams can tell you that someone listened to a song, but they don't necessarily tell you whether that person cares who made it.

There is a big difference between an audience and a fanbase. A fanbase knows your name. They buy the ticket, the shirt, the record and the special edition. They tell their friends about you. They wait for the next release. They follow the career rather than simply consuming the song. That distinction is becoming increasingly important as the music business searches for revenue beyond fractions of pennies generated by individual streams. The industry is paying much more attention to superfans, direct-to-fan relationships, merchandise, physical products, VIP experiences and other forms of engagement that depend on something considerably more valuable than a click. They depend on connection.

Interestingly, this could also create a renewed opportunity for live original music. I've wondered for years whether the enormous growth of cover and tribute bands has unintentionally weakened one of the most important parts of the music ecosystem: the relationship between an artist and a song. I cringe a little when I hear a cover band refer to "our audience" or "our show," because in many cases the audience's strongest relationship isn't with the band at all. It's with the songs.

People may absolutely enjoy the musicians performing them, and great cover bands require tremendous talent, but the emotional equity was largely created by someone else. The audience already knows the chorus. They already have memories attached to the song. They already know how the song makes them feel. Next weekend, many of those same people may happily listen to another talented band playing those same songs. Original music is different. When someone hears an unknown artist perform an original song and thinks, "Who is this?" something much more powerful has happened. The artist didn't inherit that connection. They created it. That is discovery, and perhaps we have underestimated its value.

There is another fascinating factor entering this equation: artificial intelligence. Here in Nashville, AI is already becoming part of the songwriting and demo conversation. Some writers are using AI tools to explore arrangements, production ideas and demos before songs eventually reach human musicians, producers and artists. There is still considerable debate about where AI belongs in the creative process, and organizations such as the Nashville Songwriters Association International have drawn important distinctions between AI used in production and AI used in composition. That debate is healthy.

AI doesn't necessarily have to eliminate human creativity. Used properly, it can remove some of the financial and technical barriers between an idea and hearing what that idea might become. A songwriter who once needed hundreds or thousands of dollars to properly demonstrate a song can now experiment with arrangements, tempos, instrumentation and production concepts almost immediately. The final recording can still involve musicians, singers, producers and engineers, but the road between inspiration and realization has become dramatically shorter.

Ironically, the explosion of technology may make the human part of music more valuable rather than less valuable. When virtually anyone can generate a song, a photograph, a video or a social media presence, simply producing content stops being remarkable. The scarce commodity becomes authenticity. Who are you? What do you have to say? Can you walk onto a stage and make people care? Can you turn 50 people in a room into 50 people who remember your name tomorrow? Can you turn those people into 500 without buying them, gaming an algorithm or waiting for a viral moment?

That is where the old definition of artist development suddenly begins to make sense again. Maybe the future of A&R isn't a return to executives sitting in smoky clubs waiting to discover the next superstar. Technology has permanently changed that world. The next generation of A&R will almost certainly use streaming data, social media, analytics and AI alongside the instincts that built the record business in the first place. But perhaps the numbers will become evidence rather than the product.

An artist with 5,000 genuinely connected fans may ultimately be considerably more valuable than an artist with 500,000 people who watched a video for twelve seconds and kept scrolling. If that realization takes hold, something very interesting could happen. Artists may once again have a reason to get out of the bedroom and into the clubs. Venues may have a reason to take chances on original music. Labels may have a reason to find talent before it is completely developed rather than waiting until an algorithm has already done the discovering for them.

And audiences may once again experience one of the greatest feelings music has ever offered: "I saw them before anybody knew who they were."

Maybe real artist discovery isn't dying. Maybe it's coming back. Maybe the algorithm was never A&R.