Channel Shift — Page 2

ChatGPT ads require rebuilding three core paid search habits, not just adapting them.

Conversational AI ads demand contextual fluency—a skill agencies struggle to build from briefs.

Conversational AI ads need briefs built around intent stages, not keywords.

Marketing teams need specialized AI roles to target conversational intent effectively.

Brands that delayed paid social adoption paid permanently higher costs.

Early movers in AI advertising are building advantages later entrants cannot replicate.

Query-driven ad matching now determines which AI advertising inventory you can actually reach.

Early bidders locked in lasting advantages when Google rewrote its auction rules.

Early signals suggest conversational AI advertising is about to become a major budget category.

Programmatic display hits a ceiling as AI conversations offer scarce, high-intent inventory instead.

Early movers are building measurement and bidding skills competitors will need to catch up.