How to tell a real growth spike from a purchased one
Updated 5 October 2026 · 2 min read
Checking whether an artist is legitimate is part of a curator’s or label’s job, and the patterns are easier to read than most people realise. Knowing them also protects you from paying for something that will not survive.
The tell-tale pattern
Purchased engagement produces a vertical rise over one or two days followed by a long, even decline. Genuine growth from coverage rises over a week or more and holds a higher baseline afterwards, because some of those listeners stay.
The shape of the curve is the evidence. A spike that decays in a straight line back to where it started was not real attention.
Cross-check the other numbers
One metric rising alone is the second signal. Real reach moves several at once.
- Followers should rise a little when listeners spike. If listeners jump 300% and followers do not move, be suspicious.
- Saves and playlist adds should appear, because real listeners take actions.
- The source breakdown should show a plausible cause — a playlist, a feature, a video.
- Engagement should not collapse: real new listeners finish songs at a similar rate to existing ones.
Check the geography and the timing
Purchased plays often cluster in geographies unrelated to the artist or to their genre’s audience, or arrive in bursts at the same hour each day. Genuine growth usually concentrates where you have a reason to exist — your city, your language community, a market where a blog covered you.
What to do if it happens to you
If a spike you did not pay for appears — sometimes a fan or a playlist bot is responsible — document it with dates and check whether your distributor offers a way to flag suspicious activity. Do not attempt to amplify it with more artificial plays, and do not buy anything to "even it out".
Frequently asked questions
Can a genuine track go viral overnight?
Yes, occasionally, through a video or a major feature. The difference is that genuine virality brings followers, saves and repeat listeners with it, and leaves a higher baseline behind.
Do playlist bots exist?
Yes. Some playlists generate automated plays against tracks, which can create fake-looking growth the artist did not request. Document it and avoid those playlists.
Should I hide a spike I did not cause?
No. Record what happened and when. Honest, documented history is more useful than an unexplained anomaly.
Keep reading
- Why Buying Spotify Monthly Listeners Backfires
Purchased listeners inflate a number for a few weeks, then leave, and breach Spotify’s terms. What happens to bought plays and what to do instead.
- Fake Spotify Streams: Risks and Consequences
What happens when artificial streams are detected: filtered plays, withheld royalties, takedowns and distributor fallout. How to spot an offer to refuse.
- Spotify Monthly Listeners History: Tracking Growth
How listener history is recorded, why Spotify does not publish a full series, and how to build a growth record you can actually use in a pitch.
- Music Promotion Scams to Avoid
Guaranteed placements, paid blog features, fake A&R interest and royalty advance traps — how to recognise a promotion offer that cannot be delivered.