GEO Briefing
Practical GEO and AI visibility intelligence for teams that need answers, not hype.
Mentions vs Recommendations: How to Prove AI Visibility Improvements to Leadership
Raw AI mentions can make dashboards look busy without proving business impact. Here’s how to separate mentions from recommendations, use simple rate formulas, and connect content changes to measurable shifts in AI answers leadership will actually trust.
How to Track Query Fan-Out in AI Search: Why Sub-Queries and Brand Injection Change What Gets Recommended
Single-prompt tracking misses how AI systems expand queries, fetch new evidence, and sometimes inject brands into follow-up retrieval. Here’s how query fan-out works, why it changes recommendations, and what teams should measure instead.
What Is Generative Engine Optimization? A Practical Guide for Teams Trying to Measure AI Visibility
Generative engine optimization, or GEO, is the practice of improving how often and how accurately a brand appears in AI-generated answers. This guide explains what GEO actually means, how it differs from SEO, what teams should measure, and why mentions, citations, and recommendations are not the sam