01 · Readiness
Scored against a public rubric
Tested points are scored. Untested signals stay visible as unknown and reduce coverage rather than quietly counting as failures.
Free · no account · no email gate
Enter a domain and get an evidence-backed AI search readiness report: a score against a public 100-point rubric, the exact pages and excerpts behind every finding, and an honest count of what could not be tested. Unknown stays unknown.
An AI SEO report measures whether an answer engine can actually read, understand, and cite your pages. It checks the same HTML a crawler receives: direct answers, heading structure, sourced statistics, authorship, structured data, internal linking, bot access, and how much of the page survives without JavaScript.
It is not a ranking prediction. A readiness score says your pages are usable by an answer engine; it does not promise a citation.
Traditional SEO optimises for a ranked list of links. AI search optimisation targets an answer: the engine reads pages, extracts claims, and cites a few sources. Extractability, clear direct answers, verifiable statistics, and consistent entity data matter more than they do for a ranked list, and pages that only render client-side often contribute nothing at all.
Google publishes its own guidance on how sites succeed in AI experiences in the Search Central AI optimization guide. The academic framing of the same problem, including controlled experiments on which page changes shift generative-engine visibility, was published as GEO: Generative Engine Optimization (KDD 2024). This report turns that guidance into checks you can act on, each one backed by the page it came from.
Eleven components make up the 100-point readiness rubric. The version used for your report is printed on it, and the full method is published on the methodology page.
01 · Readiness
Tested points are scored. Untested signals stay visible as unknown and reduce coverage rather than quietly counting as failures.
02 · Visibility
Observed AI visibility is a separate measurement taken from named provider surfaces. The free readiness report contains no live engine observations, and says so.
03 · Confidence
Coverage, failures, and the number of pages actually analysed travel with the result, so you can tell a strong finding from a thin one.
Yes. The readiness report is free, needs no account, and asks for no email address. You enter a public HTTPS domain and the report opens in your browser.
The audit fetches robots.txt, discovers pages through your sitemap and same-origin links, and analyses up to 10 representative pages. Every finding carries the rule version, the exact URL, the fetch mode, and a short excerpt of the evidence it was based on.
No. The crawler only reads public pages over HTTPS, exactly as a search engine would. It identifies itself as AISearchOpsAuditBot, evaluates your robots.txt rules before fetching, and never submits forms, bypasses authentication, or writes anything to your site.
A report usually finishes in well under a minute. Anonymous reports stay available at their link for 24 hours and are then deleted.
Public HTTPS domains only. The crawler respects your robots.txt and identifies itself as AISearchOpsAuditBot, documented on the crawler policy page.
Operated by Tech Family Ventures. Retention and handling are described on the privacy page.