Measuring How LLMs Recommend Brands & Sites: Entity-Conditioned Probing & Resampling

We ran 15,600 samples across 52 categories/locales to study how LLMs rank or mention brands/sites, using an entity-conditioned probing method with resampling for reliability. Data + code inside.