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AI agents already name de Buyer as the gold standard for carbon steel—the gap is in the rest of your catalog.

We analyzed all 246 products and 50 collections from debuyer-usa.com. Here is the snapshot of where you're winning and where the competition is capturing the 'premium' conversation.

de Buyer's baseline score
68/100
GoodCatalog connected · 246 products

de Buyer holds an enviable position as a reference brand for carbon steel cookware across all major AI platforms. However, your visibility is currently top-heavy; while the Mineral B line is famous, your bakeware and utensils are often omitted from broader 'best kitchen tools' recommendations.

What we see
  • de Buyer has a massive visibility lead in the 'best carbon steel pan' category due to consistent Wirecutter and Serious Eats mentions.
  • The brand is a staple in Reddit's r/carbonsteel and r/cookware, which heavily influences Gemini and ChatGPT responses.
  • There is a notable drop in visibility for bakeware products like silicone mats, despite them being a best-seller in the Shopify catalog.
  • Competitors like Made In are mentioned more frequently in 'DTC kitchenware' prompts, while de Buyer is siloed into 'traditional' or 'professional' categories.
  • Search grounding shows strong YouTube presence, which helps Gemini visibility for 'how-to' and 'seasoning' queries.
Business goals de Buyer is likely trying to hit
  • Educate US consumers on the benefits of carbon steel over traditional non-stick
  • Capture market share from modern DTC cookware brands like Made In
  • Establish the Prima Matera line as the definitive choice for induction-ready copper
  • Increase awareness of professional-grade bakeware and pastry tools among home bakers
  • Promote the 'Made in France' heritage as a primary differentiator against Asian-manufactured competitors