Answer the buying question
AI search rewards pages that answer real questions directly. Explain fit, process, cost logic, proof, exclusions and next steps in language a buyer would use.
Structure for extraction
Use descriptive headings, short definitions, service schema, FAQs, comparison sections and original examples. Machines cite content they can parse, but humans still buy from content they can trust.
Build brand evidence
AI visibility is not only keywords. Consistent naming, author identity, case evidence, reviews, links and technical hygiene all help a model decide whether you are a credible recommendation.