Wine Aromas - Le Nez du Vin

Wine Aromas is a business whose own site puts it this way: "Gold-standard aroma training kits for wine, coffee & whisky. Handcrafted in France, 40 years of expertise. As seen on Drops of God. Ships from US in 24 hours." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: a clear heading structure and sitemaps and entity links AI can follow. It is passable on basic crawler access. What holds it back is a clearly stated business identity, credibility markers like credentials or reviews and structured data describing the business.

Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established and it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and nobody is discussing it where AI engines look. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT). It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2001.