Research for the
agentic web.
Clear operating guidance for teams making websites accessible, understandable, and actionable to AI.
How to audit whether AI crawlers can access your website
A practical framework for testing robots rules, WAF behavior, rendered content, and agent-specific navigation without confusing the work with a generic SEO audit.
Read the guidellms.txt is useful, but it is not an agent-ready strategy
Understand what llms.txt can guide, what it cannot solve, and how to build a durable /agent/* layer around verified site data.
Read articleSafe website automation needs green, orange, and red changes
A risk-tier model for letting software repair agent access automatically without turning zero-touch operations into zero control.
Read articleThe Shopify checklist for AI-agent-ready commerce
What commerce teams should expose, verify, and continuously synchronize so agents can recommend products without inventing price, stock, or policy details.
Read articleSEO, GEO, and agent access solve different problems
A clear operating model for technical SEO, generative engine visibility, and the infrastructure that lets agents browse and act.
Read articleDesigning a zero-touch customer journey for agent readiness
How onboarding, credential recovery, self-service billing, incident recovery, and policy presets turn a complex infrastructure product into a ten-minute workflow.
Read articleSee how AI agents experience your website.
Start with a free, read-only scan. Connect your site only when you are ready to improve it.