
AI PR
LLM Citation Audits: What We Found Across 100 Consumer Brands
A study of 100 consumer brands and four AI engines reveals how brand power is changing in the AI era. Legacy brands underperform digital challengers by 32% on Citation Share, highlighting the importance of structured presence across platforms like Wikipedia and Reddit.
