AI Advertising
How advertising changes when discovery moves through generative systems: asset economies, AI-optimized campaigns, and brand governance.
4 articles
Signal ingestion architecture for automated ad generation: brand intelligence, keywords, audiences, and technical constraints that Google and LinkedIn AI engines need to produce high-performing creatives.
The mandatory transition to AI Max, the Power Pack framework, and how to restructure a Google Ads account to feed algorithms with high-density data in 2026.
Technical integration manual for the LinkedIn Marketing API: Rest.li protocol, versioning, permission matrix, AI policies, and a four-tier validation system for programmatic ad generation.
Complete guide to technical specifications by format, 2026 performance benchmarks (CTR, CPC, CPM by industry), auction dynamics, and conversion strategy for LinkedIn Ads B2B.