Recent articles
AI
Claude Code for Content Marketers
Despite its name, you can use Claude Code for more than just coding. And Claude Code (CC) works in plain English so you don't even have to be an engineer to use it (though you might become...
Tim Metz
•
22 min read
04/02/26
AI
Glossary of AEO and AI Search Terms
AI-powered search has created a new vocabulary, and with it, a new challenge for content marketers.You're figuring out how to optimize for ChatGPT citations and Google's AI Overviews,...
Tim Metz
•
17 min read
03/24/26
Strategy
Don't Stop at Workflows: Build a Compounding Content System
When we started work on our AI-powered LinkedIn service, we thought two workflows in AirOps would do: one to turn raw materials into briefs, another to turn briefs into posts. Our editors would...
Tim Metz
•
12 min read
03/19/26
AI
Your Prompts Are Fine: Context Engineering Is Your Next AI...
If you've built an AI content workflow that technically works but produces copy you'd never actually publish, you've probably been troubleshooting your prompts. Makes sense. It...
Tim Metz
•
9 min read
03/05/26
Strategy
The AI Onion: Why 95% of AI Projects Die and What to Do...
A stat from MIT’s Media Lab came out recently that has circled the web several times: 95% of organizations see zero return from AI. Most projects fail because of “brittle workflows, lack of...
Tim Metz
•
9 min read
11/20/25
Strategy
The TIP Method: Choose the Right AI Model for Every Task
Using just one AI model is like having a team of one.You wouldn't hire a single person to be your developer, designer, writer, and analyst. So why expect one AI model to excel at...
Tim Metz
•
9 min read
08/21/25
Podcasts
Stephanie Losee (Autodesk) on Making Content Work in Matrix...
“If we combine those budgets with a team of two, we can do the work of 15 people at Ipsos.” In this episode, Stephanie Losee shows you that you don’t need a big crew to win. Learn how pooled...
Inside Zapier’s 454% ROI Content Engine With Lane Scott...
“With these ROI numbers, tell me why I shouldn’t give you advertising’s entire budget right now?” Zapier’s CMO said that when Lane Scott Jones showed her four-person blog was driving 454% ROI. In...
Tracey Wallace Explains Her No-Content-Without-Distribution...
“Nobody is coming to the Klaviyo site specifically for the content unless we are driving them there.” Planning distribution first isn’t a new idea, but making it a hard rule is rare. In this...