Field notes

Paris AI visibility patterns

The blog follows one failure pattern at a time: arrondissement flattening, quartier confusion, metro-station ambiguity, tourist-default recommendations, bilingual query gaps, and independent-business omission. I publish one focused article every week, written from the intersection of Paris street language and AI answer behaviour. The aim is practical: show how a business becomes vague, then show the wording and evidence that make its local identity harder to erase.