Kirsty Rahman works in SEO and Performance Analysis at the UK Office for National Statistics (ONS), where she focuses on how AI search tools like ChatGPT and Google AI Overviews surface and interpret official statistics. Her work explores the accuracy of AI-generated answers, including where they are reliable, where they go wrong, and what factors influence their output.