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AI Visibility Scorecard
Specialty Coffee Association
sca.coffee · non-profit organization management
Somewhat visible. AI bots can read Specialty Coffee Association, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#835 of 1,698,076 in Food & Beverage for AI visibility
7
/10
AEO Score
About Specialty Coffee Association
from our crawl and measurement
Specialty Coffee Association is a business whose own site puts it this way: "The Specialty Coffee Association is a nonprofit, membership-based organization that represents thousands of coffee professionals, from producers to baristas all over the world." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.0 out of 10.
On the page itself the strengths are clear: a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity and a few credibility markers. What holds it back is structured data describing the business.
Away from its own site, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business and it comes up on Reddit. There is some, but not much, sign that press coverage is thin and there is little discussion of it.
It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2017.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
5
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
1
Press and news coverage.
Community
4
Forum and community discussion.
6
Reddit mentions and discussion.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 7/10, Specialty Coffee Association has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Specialty Coffee Association
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sca-coffee
Cite this score: Engagemii (2026). "AEO Score for Specialty Coffee Association." Retrieved from https://engagemii.com/aeo/brands/sca-coffee
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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