Brand Bias in Prompts: An Experiment (opens in new tab)

We tested 300 prompts to measure how common brand mentions are in LLM responses. See the data on how brand, soft-brand, and non-brand queries impact visibility, including a surprising look at the volume of brand mentions generated by Gemini.