Insights

Can AIOS Find the Gap Behind Your Next 100% of Growth?

What 316 AI queries about foldable phones taught us about AI as market intelligence

A category-level AIOS analysis reveals market structure, competitive territory, customer barriers, narrative-shaping sources, and a potential promise-to-usage gap.

We Ran AIOS Analyzer on Itself. The Score Was 32. Here Is What We Fixed.

A Machine Trust Score of 32 meant AI engines could find our domain but couldn't read it. Root cause: a JS-gated React shell returning 11 characters of body content. Five fixes later, the score is 90. This is the audit log.

Why “What Is the Best Product?” Is Often the Wrong Question

“Best” compresses a multidimensional purchase decision into a single word. A recommendation surface shows how the answer changes as customer needs, use cases, and buying stages change.

Google Just Told You How to Win AI Search. Here's What They're Not Saying.

Google published its first comprehensive guide to optimizing for generative AI features in Search. Here's what they got right, what they're quietly protecting, and where an independent AI citation analyzer sees things their guidance doesn't say out loud.

The New Canons of Discovery: From Humans to Machines

Old World to A Brave New World

How the fundamental moment of discovery has shifted — from a human scanning a list of links to an AI composing an answer before a link is ever followed.

The Website as Infrastructure: Why Your Open Web Presence Matters More Than Ever in the Age of AI

Large language models read the public web — not your app. A well-structured website is now infrastructure for machine-readability. Here is what that means for your brand's AI visibility.