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AI Visibility Scorecard
OB Beans Coffee Roasters
obbeans.com · E-commerce
Somewhat visible. AI bots can read OB Beans Coffee Roasters, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#98,908 of 614,070 in E-commerce for AI visibility
5.6
/10
AEO Score
About OB Beans Coffee Roasters
from our crawl and measurement
OB Beans Coffee Roasters, based in San Diego, CA, describes itself simply: "Sur Coffee is a Southern California based coffee shop with locations in San Clemente, Huntington Beach, and San Diego. We roast and serve source single origin coffee made with distinction." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.6 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
9
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
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 5.6/10, OB Beans Coffee Roasters has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for OB Beans Coffee Roasters
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/obbeans
Cite this score: Engagemii (2026). "AEO Score for OB Beans Coffee Roasters." Retrieved from https://engagemii.com/aeo/brands/obbeans
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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