Algorithms Over Artists: How K-Pop Bots Manufacture Global Popularity

An investigative report into how automated streaming bots, algorithmic manipulation, and data engineering are used by major K-pop labels to inflate stream counts, distort charts, and manufacture the illusion of organic global success.

By late 2025, concerns over automated bot usage and artificial streaming inflation in the global music market — particularly within K-pop — have escalated into widespread industry and media scrutiny. These practices intersect with existing Korean chart manipulation controversies (called sajaegi) and global class-action lawsuits over streaming platform responsibility.

Key Highlights:


What Are Streaming Bots and How Are They Used?

Streaming bots are automated programs or scripts designed to repeatedly play a song on major platforms (Spotify, Apple Music, YouTube, etc.) to artificially increase play counts. (Streaming Media Magazine)

These bots can be deployed by:

When bots drive streams:


Case Data: K-pop Stream Purges and Manipulation Claims

Spotify Removes “Fraud” Streams (mid-2025)

Streaming platforms have begun systematically identifying and removing suspicious streaming activity:

Spotify defines artificial streams as those not reflecting genuine listener intent, including bot or script-driven plays. (Koreaboo)


Chart: K-pop Stream Deletions (2025)

(Illustrative based on reported Spotify removals)

ArtistTrackApprox. Removed Streams
Jimin (BTS)Who~200,000,000+
Jin (BTS)Don’t Say You Love Me~15,000,000
Jungkook (BTS)Seven, 3DSeveral million
V (BTS)Winter Ahead~13,000,000
Rosé (BLACKPINK)rosé~2,000,000
Jennie (BLACKPINK)Like Jennie~2,000,000
Source: platform purge reporting (Koreaboo)

K-pop Chart Manipulation: Sajaegi Context

In Korean music culture, a long-standing parallel concern has been sajaegi, which refers to manipulative actions aimed at boosting chart placement, historically via bulk purchases or coordinated streaming. (Wikipedia)

The modern stream farming / botting discussion directly mirrors these concerns in a global digital context.


Legal & Industry Repercussions

U.S. Streaming Fraud Lawsuits

Industry Pushback

Streaming companies are:

Platforms like Melon (Korea) and Spotify have stated that they aim to preserve genuine listening behavior and protect chart integrity.


Why This Matters: Algorithms Shape Perception

Streaming numbers have real, measurable consequences:

Chart Visibility

Royalties and Revenue

Fandom and Narrative


Industry & Fan Response


Broader Industry Impact (Beyond K-pop)

Similar friction over streaming botting has occurred in Western music:

This signals a system-wide reassessment of streaming-based metrics across genres.


Looking Ahead: What’s Next?

Industry experts speculate:


Conclusion: Redefining Success in the Algorithmic Era

The “K-pop bots” phenomenon is a symptom of a larger shift in how we value and measure cultural impact. As streaming platforms move toward more aggressive fraud detection and legal frameworks begin to target metric manipulation, the industry is at a crossroads.

The tension between passionate fan mobilization and automated manipulation challenges the very definition of organic success. Moving forward, the goal for platforms, labels, and fans alike will be to ensure that charts reflect genuine human connection rather than just the efficiency of a script. In this evolving landscape, transparency and integrity will be essential to preserving the prestige of global music milestones.


Sources

  1. Koreaboo: Spotify fraudulent stream purge hits BTS & BLACKPINK
  2. The Hollywood Reporter: Spotify streaming fraud lawsuit details
  3. Streaming Media Magazine: How Bots Impact the Music Industry
  4. Reddit: Discussion on recent streaming removals
  5. Wikipedia: K-pop and Chart Manipulation
  6. KPBS Public Media: Inside Sajaegi, K-Pop’s Open Secret
  7. The Times of India: Drake’s Spotify numbers under scrutiny
  8. The Bridge: Allegations of funded fake streams
  9. Post45: Bots and Binaries: On the Failure of Human Verification
  10. Rolling Stone: The Wannabe Rock Star Accused of Scamming Streamers