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AI Visibility Scorecard
BOB'S ROASTED COFFEE
bobsroastedcoffee.com · E-commerce
Borderline visible. AI bots can crawl BOB'S ROASTED COFFEE, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#421,227 of 682,451 in E-commerce for AI visibility
4
AEO Visibility
iBorderline · 4/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About BOB'S ROASTED COFFEE
from our crawl and measurement
Coffee Bob Fresh Small-Batch Specialty Coffee BOB'S ROASTED COFFEE describes itself simply: "Roast-to-order coffee blends and single origin beans. Premium coffee shipped fresh from our roastery. Discover Coffee Bob at bobsroastedcoffee.com. FREE SHIPPING with purchase if two bags." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion 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 4/10, BOB'S ROASTED COFFEE is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for BOB'S ROASTED COFFEE
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on September 15, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bobsroastedcoffee
Cite this score: Engagemii (2026). "AEO Score for BOB'S ROASTED COFFEE." Retrieved from https://engagemii.com/aeo/brands/bobsroastedcoffee
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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