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.
When Google AI Overviews appear, organic CTR drops 61% — but brands cited inside them see 35% more clicks. A data-driven breakdown of traditional SEO vs. Generative Engine Optimization, with linked numbers from Seer Interactive and Ahrefs.
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 behind McKinsey's projected $3-5 trillion agentic commerce shift. This visual guide explains each layer, how they interoperate, and what businesses need to implement.
Most Business Websites Are Invisible to AI Agents. Here's the Fix.
Most business websites can't be found by AI agents. Learn the 5-step readiness playbook — from unblocking crawlers to deploying MCP endpoints — with linked data from Adobe, McKinsey, Salesforce, and the Princeton GEO study.
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.
68% of consumers would stop using a business over incorrect directory info (BrightLocal). In the AI era, bad profile data doesn't just hurt rankings — it feeds 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 is testing an AI shopping assistant that recommends products using vector embeddings and structured data. Stores with complete product data are dramatically more visible. This is GEO for commerce.
Meta Is Spending Over $125 Billion on AI Infrastructure. Here's What That Means for Your Business.
Meta raised its 2026 capex guidance to $125-145 billion — nearly double its 2025 spend — 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.
Ahrefs' 75,000-brand study: branded web mentions correlate 0.664 with AI Overview visibility. Backlinks correlate 0.218. The authority signal changed.