Field reports from the agent economy.
What the data from 16,000+ scored companies tells us about how AI agents evaluate, choose, and transact with businesses. Original research, market analysis, and verdict-first writing on the autonomous agent shift.
MCP Protocol and the New Commercial Readiness Standard
Anthropic published a specification. Salesforce shipped a server. MCP has become the baseline protocol for agentic commerce, and fewer than three percent of businesses are compliant.
What AI Agents Actually Read on Your Website (And What They Skip)
Your hero section does not exist to an AI agent. Your schema markup does. What the shift from human readers to autonomous evaluators means for marketing teams.
The Agentic Infrastructure Transition: Where the Durable Value Is
Application layers crowd quickly. Infrastructure compounds. The three underbuilt layers of the agent economy, and why the businesses building them now own the category.
Structured Data and the Agent Economy
Structure is now a prerequisite. A beautifully written page with no schema markup is less useful to an agent than a plainly written page with explicit labeling.
We Scored Over 100 March Madness Sites for AI Agent Readability
KenPom scores 44 and blocked our crawler. DraftKings scores 40. A dissolved conference beats both.
Why Your Website Is Invisible to AI Agents
An AI agent visiting your business sees something almost entirely different from what a human sees, and most businesses fail agent parsing on three structural dimensions.
The Agent Trust Problem: How AI Buyers Evaluate Vendors in 2026
A purchasing decision is being made about your business right now by a system that will never call you.
The RAG Economy: How AI Systems Choose What to Cite
Retrieval-Augmented Generation determines which sources AI systems pull from. Most businesses do not understand what the retrieval process actually favors, and pay for it.
Tools Are the New Backlinks: Trust Infrastructure in the Agent Economy
When an AI agent calls your API to complete a task, that is a trust endorsement with compounding properties identical to backlinks in traditional SEO.
Top 10 B2B SaaS Platforms, January 2026
Notion leads at 61. Intercom trails at 28. The same pattern across all ten: strong human SEO, near-zero machine readability. Median ARS: 38/100.
The End of Human SEO: How the Agent Economy Is Rewriting Digital Visibility
For 25 years SEO optimized for human readers. That era is ending.
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