This piece is in the research pipeline. The thesis and the questions we are answering are below. The fully-drafted article will publish when the Office has finished working through the literature. Subscribe via the contact form to be notified when it lands.
- Thesis
The argument.
Geographic concentration can be a useful investigative signal but is not proof of manipulation. This note will remain out of search and sales surfaces until each case, date and inference is supported by a primary music-streaming source.
- Research questions
What we are answering.
Which countries are most frequently cited as sources of streaming fraud?
How do playlist manipulation networks operate technically - botnets, click farms, residential VPN?
What have DSPs or distributors disclosed about geographic distribution of fraud?
Are there published investigations into specific fraud networks (journalism, court cases, academic)?
What is the distributor's liability when fraud is detected - contractual and reputational?
How do legitimate listeners in high-fraud markets affect screening (false-positive problem)?
- Tone & format
How it will read.
Forensic case study. Specific, post-mortem in tone. Numbers matter.
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