Logan Adams

Measuring what LLMs actually recommend. Pre-registered, repeated-sampling benchmarks of brand presence in generative answers across ChatGPT, Claude, Gemini, Perplexity and Grok — with confidence intervals, and null results published on the same terms as positive ones. ORCID 0009-0009-1235-9479.