The Marais bistro AI names only once you list the dishes
A family bistro near Pompidou turns recommendable when its page joins the lunch use, two house dishes and the nearest metro exit on one visible line.
Field essays
Paris AI-search failure patterns
The blog is a weekly field essay on one small failure at a time: a restaurant category that drifts between languages, a hotel page that hides its best location clue, a boutique whose retail policy reads like a mood board, a café terrace that maps and menus describe differently. Each piece ends with the wording move that would leave a clearer trace for answer engines.
When AI sends diners to the wrong arrondissement
Loose Paris location wording flattens the 11e and 16e into one city-wide blur. The visible address signals that keep your district intact in AI answers.
The apostrophe that merges two Paris cafés into one
Accented names and apostrophe variants confuse AI until schema, page titles, address lines and sameAs all agree. How to keep one café separate from another.
One restaurant, two languages, two different AI answers
An English page sounds tourist-facing while the French page sounds local. How to align category, audience, booking logic and location across both without copying either.
Why AI names the Michelin room before your neighbourhood favourite
An unstarred local favourite loses to a nearby starred room. The visible proof signals that make a small restaurant citable without pretending to be a guidebook.
August congés and the opening hours AI invents
How Paris boutiques and cafés trigger hallucinated August availability when closure dates live in images and stories instead of crawlable freshness wording.
When an artisan boulangerie reads like a chain
The wording that separates an artisan maison from a generic bakery listing — production language, address proof, named specialties, and ownership signals.
Wine bar or wine shop in AI answers
The on-site versus off-sales distinction machines miss when a bar à vins, a cave, and a cave à manger use overlapping wine language on the same page.
Why AI quotes TripAdvisor before your own bistro
How an owned restaurant site loses source priority to TripAdvisor when its titles, menus, booking rules, and location lines are weaker than third-party fragments.
The hôtel particulier mistaken for a hostel
How boutique hotel tier, building type, service level, and room language must be stated together so AI does not downgrade a hôtel particulier into budget lodging.
Two Cafés, One Name, One Confused AI Answer
When two Paris cafés share a name across arrondissements, address, landmark and entity signals must be strong enough to stop AI from both merging and splitting them.
The Terrace AI Cannot See From Your Page
A real Paris terrace gets left out of terrace answers when maps, menus, photos and copy never name access, season and seating. Here is the wording that surfaces it.