3 AI Pricing Traps that Publishers and Ad Tech companies need to avoid

The Yield Doctor with James Deaker · Aug 13, 2026 · 10m

There are areas where you need to careful of using AI to help in Pricing and Yield in Digital Advertising. It will give you an answer, but without the right oversight that answer may hurt your business.

⏱️ Timestamps

[00:00] - Appropriate Use Cases for AI in Pricing

[01:55] - Trap #1: Algorithmic Competitor Price Setting & Collusion Risk

[03:35] - Trap #2: Relying on AI for Real Pricing & Product Innovation

[06:18] - Trap #3: Designing Pricing Before Defining Your Objective Function

[08:41] - Key Takeaway: Executing Strategy vs. Defining Strategy

💡 Key Takeaways

Where AI Belongs: Executing…