AI Readiness
Three free diagnostics, one machine-readability question each. Can AI find and cite you, can an agent act on you, and does the machine layer know who you are. Each reads your live site the way a model or agent does and scores it in seconds.
Run a free scanRetrieval, execution, representation.
As AI moves from answering questions to taking actions, being legible to the machine splits into three distinct reads. When it cannot read you the cost is quiet: the answer that cites a competitor, the agent that stalls at your checkout, the summary assembled from stale directories. Run any one diagnostic on its own, or all three for the full picture. No sign-up, no whole-site crawl, just your URL and a scored, itemised result in seconds.
Deterministic, not guesswork.
Enter a URL and the scanner fetches the live page, reads its HTML, structured data and well-known files the way a model or agent reads them, and returns a score broken down by dimension with the exact signal behind every check. Every result is deterministic: no JavaScript execution, no third-party APIs, no black box, and nothing stored against your URL beyond an anonymised log. It is the same standard the practice holds its own work to, made public.
A score you can take to the board.
Every scan returns a score out of 100, a band, and each check itemised with the signal behind it and what to change, downloadable as a board-ready report. Below is the practice's own site, scored on its Brand Representation scanner. We publish nothing we do not hold ourselves to, and this is built by the practitioner who led paid media for the LUSH Cosmetics global digital transformation across sixteen markets.
- Entity definition Identity
- Authoritative sameAs links Disambiguation
- Credentialed authorship Authority
- Representation & usage rights Rights
Score 90 or above, and prove it.
A strong result is worth showing. Sites that score 90 or above can embed a verified badge that links back to their live result. The score is cryptographically signed, so the mark cannot be faked, and it holds the practice to its own standard: this site scores 100. Every scan also feeds a live benchmark, so your result is placed against the field, not graded in a vacuum.
AI readiness questions.
What does AI readiness actually mean?
Whether AI systems can work with your site at all: find and cite it, take action on it, and identify you correctly. It is a different question from how you rank in classic search, and most sites have never measured it.
How is this different from an SEO audit?
Classic SEO asks how you rank on a results page. These diagnostics ask whether a model or agent can retrieve, operate and represent you directly, which is where a growing share of decisions now happens. The disciplines overlap; the emphasis does not.
What do I get at the end?
An instant score out of 100, a band, and every check itemised with the exact signal behind it and what to change. You can download the result as a board-ready report.
Do you store my site or my results?
No. The scan reads your live page server-side and returns a score; nothing is kept against your URL beyond an anonymised log. There is no account, and no crawl of your wider site.
Which scanner should I run first?
Start with retrieval, the AI Search Readiness scanner: being found and cited is the precondition for the other two. Then execution and representation, in that order, for the full picture.
A scanner finds the obvious. The audit finds the rest.
The scanners read what is visible on a single page. A forensic AI readiness audit goes deeper across all three layers: the schema and entity work that makes you retrievable and identifiable, the edge and action surface an agent needs, and the authority signals that keep your story in your own words. One senior practitioner holds the whole engagement, audit to invoice.
Speak with NicNot ready to talk? Read how the work is done, or see how AI search optimisation works.