Click farms manage thousands of dummy profiles with no real user behind them.
YouTube regularly audits accounts for validity. When a channel receives a sudden influx of subscribers with no watch history, foreign IP addresses, and zero engagement, the system flags the accounts. Platform Consequences free 2021 youtube bot subscribers
In 2021, a specific type of bot called the "Selenium browser automation bot" was popular. It would open a browser, navigate to your page, and click subscribe. By 2023, Google made CAPTCHA much harder and started tracking browser fingerprints. By 2025, these bots are 100% detectable within seconds. Click farms manage thousands of dummy profiles with
