The video is a live build by Nick, an AI automation agency owner earning over 72K/month,demonstratingaLinkedInparasitesystemthatautomaticallyscrapeshigh−performingpostsfromtopcreatorsinachosenniche(e.g.,coding).Thesystemusesathird−partyscrapercalledAmpifytocollectLinkedInpostsandfilterstokeeponlyviralcontentcreators.ItstoresdatainGoogleSheetsandschedulesscrapingandpostingworkflows.ThescrapedpostsarepassedthroughAItoresearchrelatedwebdata,generateuniqueoutlineswithtwists,andrewritethecontentinNick′stoneofvoice.Finally,thesystemautomaticallypoststheAI−generatedcontenttoLinkedIn,changingpoststatusfromdrafttopublishedtomanagewhatgetsposted.ThevideocoversdetailedstepsforsettinguptheAPIcalls,schedulingtriggers,batchingAIcallstoavoidratelimits,anduseserrorhandlinganditerativetestingtobuildarobustsystem.NickalsodiscusseschallengeslikeLinkedIn′sAPIlimitationsandratelimits,GoogleSheetsAPIbehaviors,anddesigningthesystemtobesimple,modular,andmaintainable.ThecompleteLinkedInparasitesystemcanbeusedforpersonalgrowthorasaclientproducttosellfor1,500 or more. Nick offers this system template for free inside his Maker School community and references another video for selling such AI services to clients.