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Coava Coffee Roasters: AI visibility

How often four AI assistants named Coava Coffee Roasters of Portland, OR when asked buying-intent questions about coffee roasters and cafes, against two competitors. Measured 2026-10-28 against coavacoffee.com, using the method behind the AI Visibility Study.

25 50 75 100 ChatGPT Visibility Claude Visibility Gemini Visibility Perplexity Visibility AI crawlers Access

How to improve

Coava Coffee Roasters holds an exceptional position with a 94/100 visibility score, appearing in 30 of 32 sampled AI assistant responses across buying-intent queries for Portland coffee shops, roasters, and cafes. The technical foundation is solid—robots.txt and XML sitemaps are properly configured, structured data covers Organization, LocalBusiness, BreadcrumbList, and WebSite types, and Open Graph tags enable rich previews. However, the substantial gap between Coava's performance and competitors reflects a critical reality: AI assistant citations follow authority and mention volume, not technical correctness alone. To sustain and deepen this lead, Coava must continue earning third-party brand mentions through sustained content authority work focused on the concrete service lines embedded in these queries—specialty coffee roasting techniques, single-origin bean sourcing, cafe ambiance and seating culture, and espresso-bar service standards. This means publishing original content that positions Coava as an expert on Portland's coffee roasting heritage, sourcing practices, and cafe experience, then earning citations from industry publications, local guides, and coffee community voices. The current visibility advantage reflects existing authority; maintaining it requires months of consistent topical reinforcement across roasting, sourcing, and cafe culture rather than additional technical optimization.

How we measured

Question

Sources the assistants cited 28 links in 32 answers

+ 18 more
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