Lu Yang

OpenGEO: an open, reproducible, causal benchmark for Generative Engine Optimization

OpenGEO measures whether changing a piece of content changes whether an AI answer engine cites it. Documents are supplied to the model in context, so retrieval is held constant and the synthesis stage is measured in isolation. Every round uses a paired design in which only the document under test differs between arms,...