AI Advertising Infrastructure: How Ad Platforms Are Adapting Measurement, Targeting, Creative, and Automation for Generative AI

AI ad infrastructure is shifting from manual campaign setup to machine-assisted systems that generate, test, measure, and optimize ads at high speed. The biggest change is not just prettier creative or smarter chatbots. It is the rebuilding of the ad stack itself: measurement, targeting, creative production, bidding, reporting, and compliance are being redesigned around generative AI.

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