Conversational Intent & Targeting Intelligence
Ranking Purchase Intent Signals Across Digital Ad Channels
Different purchase signals predict buying readiness better than reach alone.
Priya Nambiar
· 8 min read
Prompt Signal
Conversational Intent & Targeting Intelligence
The DSP Evaluation Matrix for Real-Time Prompt Intent Scoring Depth
A framework for measuring how well DSPs score ad intent from conversational context.
Marcus Thibodeaux8 min read
AI Publisher Monetization Infrastructure
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 Okafor9 min read
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 Solberg8 min read
Conversational AI Advertising Explained
The Builders Who Coined Conversational AI Advertising Before the Category Had a Name
Early builders shaped conversational AI advertising before platforms existed to validate it.
Desmond Okafor9 min read
AI Publisher Monetization Infrastructure
The Architectural Differences Between AI-Native Exchanges and Legacy SSPs Wrapped for Chat
LLM advertising needs auctions over output distributions, not impression slots.
Marcus Thibodeaux9 min read
Conversational AI Advertising Explained
Why Architecture Decides Which Platforms Belong Inside AI Conversations and Which Do Not
Conversational AI requires different ad infrastructure because intent emerges live, not from pages.
Renata Solberg8 min read
AI Publisher Monetization Infrastructure
Infrastructure Requirements for Scaling AI App Ad Revenue
Conversational AI requires ads built for real-time context, not static keywords or page URLs.
Desmond Okafor9 min read
AI Publisher Monetization Infrastructure
How AI Publishers Evaluate Demand Partner Quality
Publishers must evaluate AI ad partners on conversational fit, not web metrics.
Marcus Thibodeaux8 min read
AI Publisher Monetization Infrastructure
SSPs and Ad Exchanges Built for AI App Publishers
Conversational ads need infrastructure designed for dynamic intent, not static page slots.
Priya Nambiar8 min read
AI Publisher Monetization Infrastructure
Monetization Models Available to AI App Developers
Developers must balance inference costs against five competing monetization models.
Renata Solberg8 min read
AI Publisher Monetization Infrastructure
Why AI App Publishers Are Routing Around Google and Legacy Networks Entirely
Conversational ads need live context matching, not page-based targeting.
Marcus Thibodeaux9 min read
