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Citation Share Is the New Ranking: How to Measure What Matters in AI Search
Citation share replaces ranking position as the headline metric in AI search. What it is, how to measure it without an enterprise budget, and how to read it.
llms.txt Will Not Get You Cited. Here Is What 300,000 Domains Reveal.
A study across roughly 300,000 domains found no link between llms.txt and AI citations. Here is what the file does, why it spread, and where attention should go.
The Tuesday Client Call: What to Say When Traffic Drops and AI Is the Reason
A four-part script for the client call where rankings held, the audit is clean, and the traffic fell anyway. Diagnosis, plan, and a number they can watch.
The Ranking-Citation Decoupling: Why Position 1 Stopped Paying
Rankings and citations used to move together. They no longer do. Here is the structural shift behind traffic charts that fall while rankings hold steady.
How to Build a 47-Workflow SEO Agent System: The Architecture Behind SEO Agent OS™
The 47-workflow framework didn't start as a framework. It started as a list of things we were doing manually that we suspected could be systematized. Here's how it evolved into an operating system for modern SEO practice.
Prompt Engineering Is Not Your Edge. This Is.
The senior SEO practitioners who are actually growing their practices aren't the best prompt engineers. They're the people with enough pattern recognition to know when the output is wrong before the client sees it.
The AI SEO Stack: How Veteran Search Marketers Are Rebuilding Their Operations
Most SEO teams have bolted AI onto their existing workflow and called it transformation. That's not what we're seeing in the practices that are actually growing. Here's the stack that's working.