ai

Affiliate & Media Buying

AI-Generated Ads in the Wild: How Much of Native Is AI in 2026?

There is no audited statistic for how much native ad creative is AI-generated. Here is what observing 725,000+ live native ads suggests, and a defensible method for measuring the share in your own vertical.

Article · 6 min read

Affiliate & Media Buying

AI Ad Creative Tools for Native Advertising: A Practitioner's Map

Image generators, copy models, remix engines and the research layer that feeds them — how the AI creative stack actually fits together for native ads, from a team that ships one.

Article · 7 min read