People ask me about curation more than any other topic on ReactivVibeAI. Not in a hostile way — more like, how does it actually work? The honest answer is that it's part craft, part counter-instinct, and part willingness to be wrong in public. Here's how the hosts and I decide which AI creators get featured on AI Radio and AIflix, and why we run the process this way.
Curation starts in the queue, not after the show
Every live review show begins with a queue. Creators upload tracks throughout the week; by the time the host goes live, there are usually 30–60 submissions waiting. Before the broadcast, the host scans the queue and silently grades each entry: does the artwork match the title, is the description clear, does the audio file open cleanly, and — most importantly — is there at least one moment in the first 30 seconds that suggests intent?
That last one matters more than any technical metric. A song with a slightly off mix but a clear point of view will beat a polished track that's afraid of having an opinion. AI generators have made average-sounding music free. What's scarce now is taste.
The live show is the real review
Once the host goes live, the queue moves in submission order — no skipping ahead. The audience reacts in real time: tipping Sparks, voting in the chat, hyping the meter that runs alongside the player. Tracks that earn a strong live reaction get nominated by the host for "promotion" — which means a permanent spot on AI Radio or, for video work, AIflix.
The audience reaction is signal, not gospel. A track that the chat goes wild for at 11pm on a Friday isn't automatically a good fit for AI Radio's daytime playlist. The host weighs the reaction against the catalog. Sometimes the right call is "the room loved it but it doesn't fit the radio" and the creator earns a spot on a specialty mix instead.
What hosts are actually listening for
Different hosts have different ears. The shared rubric, though, is roughly:
- Hook clarity. Can a casual listener hum the melody after one listen? AI generators tend to produce technically dense tracks; the ones that stick have a hook you can grab onto.
- Vocal commitment. If there's a vocal, does it feel like it means something? Generic AI vocals — pleasant but emotionally flat — are the single biggest reason a track gets passed over.
- Mix discipline. Not "professional mastering" — just discipline. The kick isn't fighting the bass. The vocal isn't buried. The reverb isn't washing out the snare.
- A reason to exist. A song that's a riff on an existing genre needs to add something — a perspective, a twist, a story — that the listener wouldn't get from the original. AI re-creations of last decade's hits don't make the catalog.
- Trustworthy provenance. The host has to be reasonably sure the work is the creator's own AI generation, not a re-upload of someone else's track. Suspicious work gets paused for a human moderation review.
Why we publish the rubric
Most platforms keep their curation criteria as a black box. We publish ours because the platforms that don't tend to end up gamed by people who reverse-engineer the box, while the actual artists keep wondering why their work doesn't land. If you can see the criteria, you can make better work — and you don't have to befriend the host to get heard.
It also keeps us honest. If we say "we feature tracks with a clear point of view" and then we feature a perfectly bland track because we happened to like the cover art, the next host meeting is going to be uncomfortable. Public criteria force consistency.
What this means for creators
If you're submitting to ReactivVibeAI for the first time, the most useful thing you can do is treat the rubric above as a checklist. Read it before you upload. Listen to your track and ask whether a stranger could hum the hook back. Ask whether the vocal sounds like it means anything. Ask whether there's a reason this song needs to exist.
If the answer is yes to most of those, you're probably going to do well on a live show. If the answer is "I'm not sure," the show is the right place to find out — that's what the live review format is for. The worst that happens is you get honest feedback in front of an audience that cares.
If you'd like to be featured next, submit your work here.