This article employs the satellite as a methodological lens to reconceptualize China’s Great Leap Forward, investigating this movement as an aesthetic crusade rather than a mere cause of political and economic pandemonium. Emerging as the movement’s most prevalent entity, the satellite underwent protean transformations—from an epitome of the Cold War to an emblem of socialist utopia, from its initial embodiment in popular science books to its embedment in mythologies, and from a contagious trope in bureaucratese to the most indispensable constituent in the creation of arts for the masses. Nevertheless, due to its belated materialization, the satellite emerged not as other socialist objects whose materiality was taken as a given, but as an object-yet-to-be-made, one that best articulates the paradoxes of Maoist material abundance, likewise suspended between fantasy and fulfilment. In this light, I argue that the satellite becomes a ‘thing’, one that exceeds its physicality, exploits the agency of words, and gained regulative potency. Drawing on newspapers, memoirs, operas, poems, folksongs, and visuals, I delineate the satellite’s encounters with politicians, cadres, writers, peasants, and workers, mapping its sanctification into a fetishized object that encapsulates Maoist China’s struggles, with its ideological contests, political visions, historical legacies, and class conflicts.