Start with the search and customer question
Identify the important service and the questions a potential customer needs answered. Review existing pages and real search observations before proposing more content. For Google AI features, foundational SEO and search eligibility remain relevant.
Review content and technical access
Check the important URLs, canonical signals, internal links and visible information. Appropriate schema should describe the page accurately. There is no special schema type or publishing volume that guarantees AI search inclusion.
Define the output and limits
A project may produce a prioritised audit, revised service content, source-supported guides and a measurement plan. Dated observations can track changes, but a mention or a citation should not be presented as a permanent endorsement.
Sources and further reading
Primary guidance relevant to this page. Practical examples are LinQ AI’s explanations; a linked source does not endorse the agency.