How do you optimize a company’s about page for AI search?

An About page that influences AI engines is built for the engines as much as for human readers. The entity descriptions are clear and specific: what the organization does, when it was founded, where it operates, who leads it. Leadership context includes named bios with credentials and proper Person schema, linked via sameAs to each executive’s Wikipedia article and Wikidata Q-ID where available. The page carries Organization schema with sameAs links to Wikidata, Wikipedia, LinkedIn, and any regulatory or professional registry entries. Authoritative third-party coverage is cited inside the text where appropriate (a press mention, an industry award, a regulatory recognition). And the page is maintained: dates are current, facts match the rest of the public record, no broken citations. Most corporate About pages fail on at least three of these dimensions, which is why they often fail to influence the AI synthesis about the organization.