July 24, 2026
What an AI readiness scan actually measures
What Lumenyl’s public AI readiness scan looks at—and what it cannot replace in a full AI consulting engagement.
Our AI readiness scan is a public baseline: paste a URL, get a scored view of signals that matter for AI-assisted workflows.
What it looks at
Public HTML and metadata, robots and sitemap hints, structured data, and other stack signals visible from the outside. The goal is directional honesty—not a security pentest.
What it does not replace
Internal data quality, private API access, process ownership, and change capacity still require human consulting. The scan is a lead magnet and conversation starter.
How to use the result
Treat a low score as a cue to fix foundations before buying more AI. Treat a higher score as permission to prioritize a thin vertical slice—not as proof you are “done.”
Next steps
Run the scan, read the AI readiness checklist, then contact if you want an architecture path tied to your real stack.