Why AI Engines Value Brand Authority Over Technical Optimization

A tool achieving 88/100 on technical AI readiness received zero citations from major AI search engines, exposing a critical misconception about AI search strategy. Brand mentions, backlinks, and third-party authority—not structured data or content optimization—are the primary citation signals. This reframes AI search optimization as an extension of traditional SEO focused on reputation building rather than a new technical discipline.