Programming a Hot AC station today is harder than ever! The landscape has never been more cluttered. Listeners are swimming in a sea of music choices from Spotify, TikTok, YouTube, Apple Music, Satellite Radio and algorithm-driven playlists that refresh faster than radio’s music calls.
But that doesn’t mean Hot AC radio can’t still own the discovery and curation lane. It’s part of your job as a programmer! The best Hot AC programmers are finding hits not by chasing every shiny new song, but by understanding what truly connects emotionally, sonically, and strategically with their specific audience.
Context Over Data
Streaming numbers, Shazam tags, and social engagement all matter, but only when they align with the lifestyle and taste of your core listener. Finding hits begins with context over data. Yes, a viral TikTok moment may break a song wide open for Gen Z, but that doesn’t automatically make it right for your 35-year-old suburban woman juggling work, kids, and a slew of other priorities.
Hot AC isn’t Top 40; it’s built on familiarity, balance, and evolution. The hits that matter for your format aren’t just “new”, they’re trusted, and tested. Plus, in the pocket enough to live between Ed Sheeran and Maroon 5 without sounding like an intruder.
Art and Analytics
The smartest programmers today blend art and analytics. They look beyond surface-level data and ask: is this song resonating emotionally or just trending temporarily?
Local testing, callout, online surveys, and social feedback still matter, but how you interpret that feedback is key. A track might test only “medium” early on but grow into a monster if you give it the right exposure and context. Think of how songs like “Flowers” by Miley Cyrus or “Lose Control” by Teddy Swims built slow, steady momentum through consistent placement, not hype.
Gut Instinct and Brand Alignment
Every station has a sound, a rhythm, and an emotional temperature. If a song fits the tone of your brand, it’s worth some test spins. Be sure that these occur in a meaningful daypart and not just buried in overnights where next to no one actually hears it! After all, you are seeking core listener feedback.
Programmers must trust their ears as much as what their spreadsheet reads. The best programmers and music directors still live by the “can’t turn it off” test, that moment when a song feels just right between your core currents. You can’t find that in a data chart.
Don’t overlook local connection either. What songs are your listeners tagging in their weekend Instagram stories? Which artists are selling out venues in your market before they break nationally? Radio still wins when it reflects local energy. Tie new music into community lifestyle moments, concerts, events, local artist showcases and you amplify its reach organically.
Filtering Chaos Into Clarity
This is how hits are found in today’s crowded media space. Radio’s power lies in curating, making sense of the noise, not adding to it. The win isn’t about being first to play a track, it’s about being right when you play it. When listeners say, “That’s my station, they always play the songs I love,” you’ve nailed it. That’s the true hit discovery formula for now and in the immediate future of soon to arrive 2026!
Smart use of data, fearless programming instinct, and an unrelenting focus on what emotionally connects with your audience every single day. It’s not a desire or request. It’s a MUST!
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Jim Ryan is a Music Radio columnist for Barrett Media. In addition, he runs Jim Ryan Media LLC, a consulting company which assists major market radio brands and top talent including national radio personality Delilah. Prior to relaunching his consultancy in 2025, Jim spent 15 years with Audacy/CBS Radio, serving as SVP of Programming. Among his responsibilities included programming WNEW-FM and WCBS-FM. His career includes additional programming stops in Los Angeles, San Francisco, and Houston. Jim was voted the #2 PD of 2024 in Barrett Media’s Top 20 series in the AC category. He can be reached by email at Jim@JimRyanMedia.com.
