AI-driven search engines are reshaping how shoppers discover brands, with bots now crawling sites to extract and summarize content for instant answers. Retailers must prepare their websites with structured data, clear intent signals, and authoritative messaging to ensure bots accurately represent their unique value. In this case study, David Clough from evacuumstore shares proven steps to optimize for AI crawlers, safeguard brand voice, and drive qualified traffic in an era where algorithms control visibility.