While there isn't one single "most famous" paper, several recent academic studies provide a deep dive into the underground market and psychological impact of purchasing fake engagement on Instagram.
: Researchers purchased engagement from commercial providers to see if platforms would remove the fake interactions.
This 2024–2025 experiment by the NATO Strategic Communications Centre of Excellence tested how easily major platforms could be manipulated.