Davis McCain
How query language reshapes AI citations
Profound analyzed 3.25 billion citations across 7 models and 14 countries, and the data shows that query language is the dominant force reshaping social citation rates across AI models. Google AI Overviews and ChatGPT respond to non-English prompts in fundamentally different ways, with major implications for global brand visibility in AI search.