TikTok is the best early-signal platform in music right now. The reason is the algorithm. No other platform has cracked discovery the way TikTok has. It can take a completely unknown artist with 500 followers and put their song in front of millions of people overnight. That creates a window where an unsigned artist starts moving fast before the industry catches up. That window is what we are looking for.
I have been doing this since 2007. The platforms change. Blogs and SoundCloud gave way to Spotify, Spotify gave way to TikTok. Now TikTok is where the earliest signals live. But to catch them early, you have to know what to look for and when to act.
Here is exactly how I approach it.
Most people train their FYP
The standard approach is to build a dedicated TikTok account, engage only with music content, and let the algorithm surface artists. It works. It does surface real talent. But it has two problems. First, it costs hours every day. You have to be on the app constantly to stay current. Second, you can never be sure you are seeing everything, because you are only seeing what TikTok decides to show you. The artists you want may be one step earlier than what the algorithm decides to surface. It does not always get there first.
Start with engagement signals
Before you even look at UGC counts, check how a video is performing on its own. TikTok's algorithm has shifted significantly toward rewarding shares above everything else. A video getting shared is a video that someone felt compelled to send to another person. That is a fundamentally different action from a like or even a comment. Shares travel outside the algorithm. They mean the content is crossing social circles, not just performing within one feed.
Saves are the second signal. When someone saves a video, they are telling you they wanted to return to it. That is intent. A song that people are saving is a song they are not done with yet. That is what a record that sticks feels like in the data.
Comments tell you whether the emotion is real. Look for people asking what the song is, tagging friends, writing something personal. That texture is hard to fake. Paid promotion produces empty comments or nothing at all. Organic traction produces a comment section that looks like a conversation.
These three signals together, shares, saves, and genuine comments, are the earliest indicators that something is connecting. Check these before you go anywhere near the sound page or the stream numbers.
Start with the sound, not the artist
The real move is to navigate to the sound page directly. When a song starts spreading on TikTok, people use the sound before they ever follow the artist. The song travels first. Pull up the sound page and you will see the UGC count: how many videos have been made using that audio. An unsigned artist with 15,000 followers but 5,000 UGC videos on one song in a month is in a completely different position than the follower count suggests. That gap is the signal.
A song that 5,000 people chose to soundtrack their own content in a single month is a song that has resonance. Not algorithmic push. Not paid promotion. Actual resonance. That is rare and it shows up on TikTok before it shows up anywhere else.
What UGC velocity actually tells you
Raw UGC count matters less than daily velocity. The number to pay attention to is how many new videos are being made with the sound per day. When a song starts doing 100 uses a day, that is your window. By the time it hits 500 to 1,000 a day, the record is moving and the labels have probably already noticed. At 3,000 to 5,000 a day, it is almost certainly too late.
The way to check this is straightforward: look at the most recent videos made with the sound. Are they from yesterday? Last week? Or is the most recent one from three months ago? A sound page full of fresh content means the song is still building. A sound page with nothing new in 90 days means the song is dead when it comes to UGC velocity.
Catching an artist at 100 UGC uses a day is the job. That is the window Heard First is built around. By the time something is trending on the For You page, the window has already closed.
The follower-to-engagement gap
On TikTok, follower counts are a lagging indicator. An artist with 12,000 followers can have a video sitting at 2 million plays. That happens when the algorithm picks up a piece of content before the audience has built around the creator. It is a pattern that shows up constantly with artists who are genuinely breaking rather than just running ads.
What you want to look for is an asymmetry: follower counts that do not match play counts. An artist with 20,000 followers but multiple videos north of 500,000 plays is worth paying attention to. That kind of performance does not come from a paid push. The economics do not work at that scale. It means the content is genuinely connecting.
Heard First monitors TikTok UGC velocity, follower growth, and Spotify streams for every artist in the pipeline. $49.99/mo.
How to tell organic from paid
We already covered shares and saves as early signals. Those same metrics tell you something specific when it comes to separating organic traction from paid promotion. The clearest tell: paid views do not produce UGC. If a video has 800,000 plays but the sound has 200 uses, that is a paid push. If the same video has 800,000 plays and the sound has 40,000 uses, that is organic reach doing what organic reach does. You cannot buy UGC at scale. Real people have to choose to use the sound.
The same logic applies to saves and shares. A song accumulating genuine saves and shares is a song that is connecting with people in a way that a promoted post never will. Paid promotion can inflate play counts. It cannot manufacture the intent behind a save or a share.
Comments tell the same story. Organic growth produces genuine reactions: people tagging friends, asking what the song is, describing how it made them feel. Paid promotion produces generic comments or nothing at all. The comment section on a real breakout record looks different. You can feel it.
Finally, check the video performance across the whole account. An artist with one paid video will have a feed where that video has 10x the plays of everything else. Organic traction tends to spread across multiple posts. Real audiences follow creators, not just individual videos.
What to do with what you find
When I find an artist on TikTok that passes these checks, the first thing I do is cross-reference their Spotify. Is the streaming count growing at a rate that matches the TikTok activity? TikTok attention that converts to Spotify streams is a much stronger signal than TikTok attention alone. It means the audience is doing more than watching videos. They are going back to the music.
After Spotify, I look at Instagram. Follower count matters less than posting consistency. An artist who posts regularly and generates genuine engagement on Instagram has an audience that travels with them across platforms. That is a career foundation. An artist with 80,000 TikTok followers and 400 Instagram followers has built a TikTok moment, not a career.
The combination of strong TikTok UGC, Spotify growth, and consistent cross-platform engagement is what I look for before anything else. When all three are moving in the same direction, you are probably looking at someone who is about to break.
The part nobody talks about: timing
Finding the artist is only half of it. The timing is everything. An artist with 15,000 followers and 5,000 UGC uses on one song in a single month is a spike. Something is moving right now. That is a completely different situation from an artist with 200,000 followers and 5,000 UGC uses spread across months. The second artist is more established. The label conversation has likely already happened, or they are already signed. The window is closed. You need to be looking at the spike, not the slow build on an artist who has already been found.
The first artist is where the real opportunity is. Early following, song starting to pick up UGC, no major label attention yet. That is the window. It does not stay open long. An artist building toward 5,000 UGC uses on a song in a month will have industry contacts in their inbox within weeks, not months. The operators tracking velocity on a daily basis, not waiting for something to trend, are the ones who get there first.
That is the entire premise behind Heard First. Not just surfacing the artists, but tracking the velocity so the timing is clear. I have been watching this market long enough to know that the difference between early and late is usually a matter of weeks, not months.
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