Choosing Demand Partners, Floor Logic, and Signal Architecture for a Scalable AI Publisher Stack
Publishers need conversational context, intent-based pricing, and compatible demand partners.
Desmond Okafor
Section
AI Publisher Monetization Infrastructure
8 stories in AI Publisher Monetization Infrastructure.
Building a Clean Monetization Stack When Legacy Ad Networks Weren't Designed for Conversational AI
Four infrastructure layers replace legacy ad networks for conversational AI monetization.
Renata Solberg
The Architectural Differences Between AI-Native Exchanges and Legacy SSPs Wrapped for Chat
LLM advertising needs auctions over output distributions, not impression slots.
Marcus Thibodeaux
Infrastructure Requirements for Scaling AI App Ad Revenue
Conversational AI requires ads built for real-time context, not static keywords or page URLs.
Desmond Okafor
How AI Publishers Evaluate Demand Partner Quality
Publishers must evaluate AI ad partners on conversational fit, not web metrics.
Marcus Thibodeaux
SSPs and Ad Exchanges Built for AI App Publishers
Conversational ads need infrastructure designed for dynamic intent, not static page slots.
Priya Nambiar
Monetization Models Available to AI App Developers
Developers must balance inference costs against five competing monetization models.
Renata Solberg
Why AI App Publishers Are Routing Around Google and Legacy Networks Entirely
Conversational ads need live context matching, not page-based targeting.
Marcus Thibodeaux