Upon its release in Marsheaux's native Greece in December 2006,[4] it earned positive reviews from music critics.

Peekaboo is heavily influenced by the early analogue synthesizer works of Depeche Mode and The Human League.

[3] A review by the German Metal.de webzine noted creative songwriting with surprising moments[2] and also ElectronicallyYours lauded the album's originality.

[1] The Sonic Seducer noted the "respectfully modernised" version of New Order's "Regret", and wrote that according to their style both Peekaboo and Marsheaux's debut album E-Bay Queen could well have been released 25 years earlier.

[6] All tracks are written by Marsheaux except "The Promise" by When in Rome and "Regret" by New Order.