Who is behind this, and how the check is built

What this is

A measurement, not an opinion. You give a website; the check reads it, works out what the company sells and to whom, writes about fifteen questions a buyer in that category would ask an AI assistant, and puts each one to ChatGPT with web search, Perplexity, Google Gemini and Google AI Overviews. Every answer is recorded: who was named, in what order, which sources the engine cited. The report is built only from those answers.

It exists because buyers now ask an assistant before they search, and an assistant answers with three to six names. Whether you are one of them is a fact you can measure, and a fact you can change.

Who runs it

The site and the service are run by Sharvin Digital Dynamics, a small team that does AI search visibility work for companies: the fixes on the site, the pages the engines quote, the listings and the sources. The person who reads every report and replies to every message is named on the contact page. No sales queue.

How the number is made

The arithmetic is public, in the same words the code uses: how the score works. The short version: visibility is the average over every answer of how prominently you were named and whether your own pages were cited, and site readiness is thirteen checks on whether engines can read you at all. An engine that did not answer is left out, not scored zero, and the report says how many answers it rests on.

What we do not do

• We do not claim a percentile against a corpus we have not measured; a rank is within the brands tested in your run.
• We do not recommend a link on a competitor's site, ever.
• We do not send your report to anyone but you, and we do not run a sequence on your email.
• We do not guarantee a score. We do the work, rescan, and show you what moved.

Free tools on this site

Three single checks, free and without an email: the llms.txt checker, the AI crawler access checker and the schema checker. They are the same checks the report runs, one at a time.