Insights
AI Visibility Blog
Research, strategy, and analysis on AI visibility, GEO, the agentic web, and how businesses get discovered by AI agents.
SEO Is the Foundation. GEO Is the Growth. Here's What the 2026 Data Actually Shows.
AI Overviews appear on 26% of Google searches and cut organic CTR by 58%. But cited sources get 35% more clicks. A data-driven breakdown of traditional SEO vs. Generative Engine Optimization — with hard numbers from Ahrefs, Seer Interactive, and Similarweb.
The Protocol Stack That Powers the AI Agent Economy: A Complete Visual Guide
Six protocols — MCP, WebMCP, UCP, ACP, A2A, and AP2 — form the infrastructure powering $3-5 trillion in agentic commerce. This visual guide explains each layer, how they interoperate, and what businesses need to implement.
93% of Business Websites Are Invisible to AI Agents. Here's the Fix.
93% of business websites can't be found by AI agents. Learn the 5-step readiness playbook — from unblocking crawlers to deploying MCP endpoints — backed by data from McKinsey, Gartner, and Princeton research.
The End of the Webpage: Building Assets for the Agent Economy
Four technologies are converging — WebMCP, blockchain, GEO, and Soulbound Tokens — to replace the traditional website with a programmable, verifiable digital asset that AI agents transact with autonomously.
Your Google Business Profile Is Not a Listing. It's a Mission-Critical Digital Asset.
62% of customers avoid businesses with incorrect information. In the AI era, bad profile data doesn't just hurt rankings — it creates AI hallucinations about your brand. Learn the framework for Local Digital Asset Governance.
Meta's AI Is Shopping for Your Customers. It Can't Find Your Products.
Meta launched an AI shopping assistant that recommends products using vector embeddings and structured data. Stores with complete product data see 3-4x higher visibility. This is GEO for commerce.
Meta Is Spending $135 Billion on AI Infrastructure. Here's What That Means for Your Business.
Meta doubled its AI infrastructure spend to $135B, acquired an autonomous agent company, and is automating ad creation end-to-end. What businesses need to understand about the signals behind the spending.
Your Website's New Primary User Is an AI Agent. Is It Ready?
How the MCP, AG-UI, and A2UI protocol stack is replacing traditional web navigation — and what businesses need to do to remain visible in the agentic web.
Backlinks Built Your Google Rankings. Brand Mentions Will Determine Your AI Citations.
Branded web mentions correlate 0.664 with AI Overview appearances. Backlinks correlate 0.218. The authority signal changed.