Paid Media

What the AI features inside Meta, Google and TikTok ads actually change for media buyers: bidding, creative, measurement, and the workflows around them.

Paid media is where marketing budgets meet machine learning, and the platforms keep moving the goalposts. This section covers the AI features that ship inside the ad platforms: Advantage+ and its cousins, Performance Max, TikTok creative tools, automated bidding, asset generation. It covers what they mean for the people who run the accounts: where they genuinely save work, where they hide cost, and how to structure accounts, creative testing and measurement so the platform optimization has something useful to optimize. New features are dated and flagged when they are rollouts rather than launches. The stance throughout is practitioner: I test what ships, I read the docs when I cannot test, and I do not repeat vendor claims as fact.