Dev.to
6/17/2026

Predictions first, data later: seven hot takes on AI agent readiness before I scan 50 sites.
Short summary
Built Agentis Lux, a tool to assess whether AI agents can navigate websites. Pre-registered seven predictions before analyzing 50 sites across e-commerce, SaaS, media, government, and indie projects using rigorous research methodology. Study establishes agent-readiness baselines and identifies structural barriers in web design.
- •Tool measures AI agent compatibility with websites using deterministic and reasoning-based checks
- •Pre-registered seven testable predictions before data collection to avoid research bias and narrative cherry-picking
- •Planned analysis across 50 sites in five categories with transparent methodology and error-margin definitions
Generated with AI, which can make mistakes.
Is this a good recommendation for you?



