What is the role of corporate blogs in influencing AI search results?

Most corporate blogs fail to influence AI engines because they are written for the company rather than for the engines. The ones that succeed share specific characteristics. They are substantive: original analysis, named data, useful detail rather than marketing summaries. They are updated regularly enough that the engines treat them as current. They are well-structured: clear H2 and H3 headings framed as the actual questions readers would ask, two-to-three-sentence direct answers below each heading, schema markup (Article, FAQPage where appropriate, Person for the author). They are authored by named experts with credible bio context, so the engines can attribute the content to identifiable expertise. And they engage the broader source ecosystem, citing and being cited by authoritative third-party content. A blog that does these things builds topical authority and gets cited; a blog that recycles marketing copy does not, regardless of volume.