Fake Artists · PFC
Fake artists on streaming playlists
Perfect Fit Content (PFC): artists built to fit a playlist mood, not an audience. Here is what the data shows about them in Spotify's editorial background playlists.
The numbers
Based on 29,907 artists and 47,429 songs in 545 editorial playlists. Data cut-off 2026-11-09.
- · A conservative floor from a transparent, rule-based classification. It is not an official census.
- · Yearly streams are annualized (×52) from about four weeks of history.
- · Revenue is an estimate shown as a range. It varies by country, plan and fraud.
- · Major labels and classic labels are excluded.
- · Monthly listeners are not streams, and not unique people.
Where it concentrates
Background music, not music with vocals
In playlists made mostly of instrumental tracks, an average of 12.1% of the artists are high-confidence PFC-like. In playlists with vocals, almost none.
The playlists
Share of PFC-like artists, by playlist
Playlists are ordered by high confidence. Many instrumental playlists show little or none: those curated by people for classical, ambient or jazz listeners are mostly made of real artists. PFC concentrates in sleep, noise, study and “covers” playlists.
The signature
A lot of listeners, almost no followers
Each dot is an artist. Real careers move along a diagonal: more listeners come with more followers. The PFC-like artists sit far below it. One example: Unmade Bed has 521,115 monthly listeners and 181 followers.
Who is behind it
Labels and distributors most linked to PFC-like artists
Number of PFC-like artists in our sample associated with each name. A link is not a finding of wrongdoing; many labels and distributors also carry ordinary artists.
The money
Estimated yearly revenue per artist
Number of PFC-like artists in each estimated yearly-revenue range. Estimates, not accounting figures.
Examples
Top 20 high-confidence PFC-like artists
Ranked by estimated yearly revenue. PFC-like means the artist matches the pattern: very high listener-to-follower ratio, few or no social profiles, little or no biography and a link to a known provider. It is not a claim about any individual.
| # | Artist | Listeners | Followers | Listeners per follower | Songs | Est. revenue / yr |
|---|---|---|---|---|---|---|
| 1 |  Ljusnan | 2,139,038 | 1,561 | 1,370 | 104 | $333.8K–$556.4K |
| 2 |  Aileron | 1,908,393 | 1,253 | 1,523 | 84 | $300.9K–$501.6K |
| 3 |  The BD Noise Maker | 1,896,274 | 718 | 2,641 | 76 | $295.9K–$493.1K |
| 4 |  BCCF | 1,727,149 | 1,436 | 1,203 | 70 | $273.5K–$455.8K |
| 5 |  The Endity | 1,644,579 | 1,220 | 1,348 | 27 | $255K–$424.9K |
| 6 |  Labyrinthines | 1,537,865 | 506 | 3,039 | 55 | $242.8K–$404.7K |
| 7 |  Infinite Field | 1,459,402 | 1,881 | 776 | 356 | $238K–$396.7K |
| 8 |  Luminary Night | 1,509,462 | 615 | 2,454 | 23 | $237.1K–$395.1K |
| 9 |  Librarical Nature | 1,481,456 | 236 | 6,277 | 356 | $231.8K–$386.4K |
| 10 |  Enhanced Audio | 1,467,768 | 422 | 3,478 | 35 | $229.9K–$383.1K |
| 11 |  Aquagirl | 1,419,195 | 2,812 | 505 | 426 | $228K–$380K |
| 12 |  Mentatranque | 1,391,817 | 722 | 1,928 | 74 | $221.6K–$369.4K |
| 13 |  William Edessa | 1,409,172 | 1,571 | 897 | 101 | $215.2K–$358.7K |
| 14 |  Marble Sky | 1,387,853 | 489 | 2,838 | 24 | $214K–$356.7K |
| 15 |  Alfa Cognitive | 1,355,611 | 994 | 1,364 | 45 | $210.2K–$350.3K |
| 16 |  Misa Bee | 1,349,113 | 1,923 | 702 | 27 | $209.8K–$349.7K |
| 17 |  Domi Nova | 1,350,374 | 1,154 | 1,170 | 78 | $208.3K–$347.2K |
| 18 |  Aurelia Drift | 1,307,617 | 435 | 3,006 | 372 | $205.6K–$342.7K |
| 19 |  Noctivelle | 1,294,167 | 545 | 2,375 | 23 | $203.8K–$339.6K |
| 20 |  Celestial Aura | 1,293,169 | 1,455 | 889 | 97 | $202.8K–$338.1K |