AI-mediated advertising, automation, and conversational formats

Automation continues expanding from buying and creative into diagnostics, measurement, campaign management, audience activation, agentic workflows, and conversational discovery. Meta’s effort to own consumer intent through an agent and Google’s conversational-search expansion are strategic signals, but independent evidence on incremental profitability remains limited; governance, attribution, disclosure, and qualified-outcome measurement remain central.