The GRAPHIA team is running a short survey to better understand how researchers, particularly from SSH, interact with knowledge graphs when supported by Large Language Models (LLMs). Your perspective matters. GRAPHIA is being developed with its users, and your input will directly influence how future features and interaction styles are designed. We want to learn how you explore and query research data, whether through natural language (e.g. chatbots) or structured interfaces (e.g. dropdown menus), so we can build tools that fit the way you work. The survey takes about 15 minutes to complete and is open to SSH researchers at all career stages, including those with little or no prior experience using knowledge graphs or formal query languages. By sharing your experience, you’ll help guide the next stage of GRAPHIA’s co-design process and ensure the platform continues to evolve around real user needs. You can access the survey here https://docs.google.com/forms/d/e/1FAIpQLSf5BDE0Okrbz-9IWQWOR-AZD28sjB750rx8... and provide your input by 16th of January 2026. For any questions you can contact them directly by emailing Ursula Rabar at [email protected] To find out more about GRAPHIA visit our website https://graphia-ssh.eu/knowledge-graphs/