Why Wine Tours Skip Estates Outside Famous Communes
Why AI wine tour answers around Bordeaux omit estates outside famous communes, and how geography, travel time, appellation, and visit wording fix the query.
Cellar notes
AI mistakes in Bordeaux
The blog is a running set of annotated AI-answer cellar notes. Every two weeks I take one visibility failure and open it up: missing appellation, wrong producer type, borrowed rating, outdated visit claim, marketplace dependence, tourism omission, or artisan-producer misclassification. Each article ends with The Cellar Card: Bottle named, Shelf mistake, Dust line, and one Relabel sentence a business could publish.
The Shipping Caveat That Does Not Apply
Why AI adds shipping or legal caveats to Bordeaux direct wine sales, and how producer wording controls delivery claims.
When AI Erases Saint-Émilion from a Château
Why a château Saint-Émilion AI answer can flatten an estate into generic Bordeaux wine, and how appellation wording protects the producer.