Original research on how AI systems discover, evaluate, and recommend brands. Based on real data.
How ChatGPT, Perplexity, and Google AI Overview are replacing traditional product discovery.
How authentic Reddit discussions became the most powerful signal for AI visibility.
The fundamental difference between optimizing for search engines and optimizing for AI recommendation engines.