Research, frameworks, and field notes on AI visibility.

GEO 101START HEREFeb 26, 20266 min read

What is Generative Engine Optimization?

The complete guide to GEO: what it is, why it matters, and why your SEO strategy alone isn't enough anymore.

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DEEP DIVEMar 12, 20268 min read

Entity Optimization: How AI Search Engines Build Trust in Your Brand

Why entity consistency across platforms determines whether AI engines cite you, and the specific signals they check before recommending your brand.

DEEP DIVEFeb 13, 20268 min read

How AI Search Engines Decide Which Brands to Cite

We analyzed how ChatGPT, Perplexity, Gemini, and Copilot choose sources. The patterns are consistent, and most brands are missing all of them.

RESEARCHJan 30, 20265 min read

Why Most Companies Score Below 20% on AI Visibility

After auditing dozens of brands, the same gaps appear every time. Here's what's going wrong and the fix order that matters.

HOW-TOJan 18, 20267 min read

AI Citation Tracking: How to Measure What You Can't See

Your Google Analytics won't show this. Here's how to measure whether AI systems are referencing your brand, and what the data tells you.

GEO 101Jan 8, 20266 min read

SEO vs. GEO: Complementary, Not Interchangeable

Only 12% of AI-cited URLs rank in Google's top 10. Same goal, completely different rules.

STRATEGYJan 3, 20269 min read

How to Prepare Your Enterprise for AI-Driven Discovery

A structured approach for marketing leaders who need to present the case for GEO internally, with the data to back it up.

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