Field notes

How AI answers arrange brands

The blog follows the small mechanics of AI prominence: answer order, share of voice, recommendation wording, source trails, category labels, and the difference between French and English prompts. I publish one long-form field note every week, one compact answer-order teardown twice per month, and one quarterly category notebook comparing how brands move across languages and answer surfaces.