AI Visibility Insights

Research and strategy on AI visibility.

How ChatGPT, Claude, Perplexity, and Gemini decide which businesses to recommend — and what to do about it.

Architecture Firms in Savannah, Georgia: Why 30% Are Invisible to Claude and AI Search

We researched architecture firms in Savannah, Georgia. The findings reveal a striking disconnect between Google success and AI visibility — and why most firms have no idea.

Memphis Accounting Firms Are Hemorrhaging Revenue to AI Invisibility

In Memphis, 30% of the highest-rated accounting firms are completely invisible to the AI platforms their future clients now use to find them.

Your Next B2B Buyer Won't Google You — They'll Ask an AI

94% of B2B buyers now use AI tools during vendor research. If your business isn't visible to ChatGPT, Claude, and Perplexity, you're not on the shortlist.

Your Brand Exists Twice Now: The Version Customers See vs. The One AI Sees

Your website is optimized for humans. But AI models that recommend businesses to millions parse a completely different version. Most companies are only managing one.

The Architecture of Machine-Readable Authority

Schema markup, llms.txt, and structured data aren't optional anymore. A technical blueprint for building websites that AI models can parse, understand, and cite.

The Great Search Fragmentation: Five AI Platforms, Five Different Audiences

ChatGPT, Gemini, Perplexity, Claude, and Copilot each serve different users with different intent. One AI visibility strategy no longer works.

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