The Agentability Blog
Field notes and data from auditing how agent-ready the web is — what AI agents can and cannot operate, and what to fix.
The shadow-UI avoidance gap: what most top SaaS products get wrong for AI agents
80 of the top 100 SaaS products score under 20/100 on shadow-UI avoidance, creating a critical barrier for AI agent interaction. Product teams need concrete strategies to close this gap.
The transparency gap: what most top SaaS products get wrong for AI agents
An analysis of 100 leading SaaS homepages reveals that transparency—the principle enabling AI agents to understand what actions are possible—scores just 5 out of 100 on average. This gap represents a fundamental oversight in how products communicate their capabilities to autonomous systems.
Machine-readable, but not agent-ready: what 100 SaaS audits reveal
The top 100 SaaS products have mastered machine readability but score near zero on the agent-era principles that enable verification and action. A new audit reveals the invisible gap between readable interfaces and truly agentic software.