[{"data":1,"prerenderedAt":612},["ShallowReactive",2],{"item:\u002Fai-ad-tools\u002Fbeyond-automation-how-conversational-ai-and-autonomous-agents-are-transforming-a":3,"platform:site":217,"more:\u002Fai-ad-tools\u002Fbeyond-automation-how-conversational-ai-and-autonomous-agents-are-transforming-a":567},{"id":4,"title":5,"aiRevisedAt":6,"authors":7,"body":12,"canonical":147,"category":148,"categorySlugs":159,"cid":160,"cover":161,"description":165,"extension":166,"featured":167,"language":168,"meta":169,"navigation":170,"noindex":167,"ogImage":171,"path":172,"publishedAt":173,"readingMinutes":132,"recipe":147,"related":174,"revisedAt":147,"seo":205,"seoDescription":165,"seoTitle":5,"sortKey":147,"sources":206,"stem":210,"tagSlugs":211,"tags":212,"translations":213,"type":214,"url":215,"__hash__":216},"platformItems\u002Fplatform\u002Fitems\u002F86206.md","From Chat to Deal: How Conversational and Agentic AI Are Rewriting Ad Operations","2026-10-21T06:59:42.000Z",[8],{"name":9,"slug":10,"role":11},"Drew Wood","drew-wood","author",{"type":13,"value":14,"toc":124},"minimark",[15,20,24,28,31,36,39,43,46,50,58,61,65,68,72,75,79,82,86,89,93,96,100,103,107,110,114,117,121],[16,17,19],"h2",{"id":18},"overview","Overview",[21,22,23],"p",{},"Modern advertising involves numerous platforms, real-time bidding, and a constant stream of creative versions—workloads that human teams struggle to manage. 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