Good content = good AI: The fundamentals that never change

From Content Operations by Scriptorium - The Content Strategy Experts

March 23, 2026 · 15 min

About this episode

The episode discusses the importance of good content fundamentals for AI readiness and the necessity of addressing content hierarchy for AI success.

Good content fundamentals have been the foundation of effective product content for decades, and those same principles are exactly what make content AI-ready today. In this episode, Bill Swallow and Alan Pringle explain how attending to your hierarchy of content needs is the key to AI success. Alan Pringle: Right now, AI is not going to fix bad content problems. It is going to regurgitate that bad information, giving your end users information that’s flat out wrong. If your content at the basic source level is wrong, your AI by extension is going to be wrong. And that is the unglossy, unvarnished, hard truth that is still, I don’t think, seeping in like it should across the corporate world. Bill Swallow: It really does come back to the fact that, despite the world changing on a day-to-day basis, the fundamentals have not changed. Related links: A hierarchy of content needs Technical Writing 101, 3rd edition Structured content: a backbone for AI success LinkedIn: Alan Pringle Bill Swallow Transcript: This is a machine-generated transcript with edits. Introduction with ambient background music Christine Cuellar: From Scriptorium, this is Content Operations, a show that…

People in this episode

Host: Bill Swallow

Guest: Alan Pringle

Topics covered

content fundamentals
AI readiness
content hierarchy
product content
corporate content strategy

Keywords

content strategy
AI
product content
content hierarchy
bad content
effective content

Mentioned in this episode

Organizations: Scriptorium