The way consumers discover brands is fundamentally changing in the AI-driven search era. Rather than clicking through organic search results, consumers now pose detailed queries to AI models that synthesize answers from third-party sources—reviews, Reddit threads, editorial coverage, and creator endorsements. This means brand exploration, evaluation, and conversion now collapse into a single step: the moment a consumer finds a brand via AI is the moment they understand and decide whether to choose it (Modern Retail).
The implications for commerce practitioners are substantial. Eighty-four percent of AI citations come from earned media rather than brand websites, press releases, or brand blogs (Modern Retail). Reddit is the top-cited single domain across major AI engines at 40% frequency (Modern Retail). Brands that invest in digital PR as a reputation-building discipline—securing coverage in trusted publications, citations from credible voices, and genuine community advocacy—shape the public perception that surfaces in AI-generated answers. Additionally, brands must ensure their product data is accessible to LLMs, which often cannot render JavaScript-heavy websites or match consumer language to brand descriptions (Modern Retail).