Papers such as " Predicting purchase intention for private sale sites " examine how "fashion innovativeness" and bargain-hunting motivations drive users to membership-only platforms.

Studies often use ideeli.com as a case study for several key retail phenomena:

Research published in the Journal of Retailing and Consumer Services uses data from private sale sites like ideeli to analyze how self-control mechanisms influence online purchase intentions.

The company was acquired by Groupon in 2014 for $43 million and rebranded as Ideel .