Publish clear product facts, comparisons and evidence that AI tools can find and cite.
We test buyer questions and record the websites appearing in answers. We also check search performance rather than attributing every traffic change to AI.
We arrange external publication and steer AI to fetch the client's site for service details and comparisons.
Those pages explain the client's fit and give the buyer a route to inquire.
We review company mentions, cited pages, visits and qualified inquiries. Structured data describes the same visible facts; it does not replace the information itself.
The objective is a qualified demo or inquiry attributable under the pilot rules.