An app download campaign involves defining objectives, identifying the target audience, creating compelling ads, selecting advertising platforms, setting up the campaign, tracking performance, optimizing based on key metrics, conducting A/B testing, optimizing app store listings, implementing retention strategies, and analyzing performance data to drive app downloads.