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AI Visibility Scorecard
Sheldrake Coffee Roasting
sheldrakecoffeeroasting.com · E-commerce
Somewhat visible. AI bots can read Sheldrake Coffee Roasting, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Meta AI · Perplexity
#32,589 of 661,615 in E-commerce for AI visibility
6
AEO Visibility
iVisible · 6.2/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About Sheldrake Coffee Roasting
from our crawl and measurement
"At Sheldrake Coffee Roasting, we sell truly fresh coffee and ship anywhere in the US. Quality being our lighthouse, we select only the best top grade arabica coffee beans from around the." That is how Sheldrake Coffee Roasting introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places, missing in others.
On the page, the fundamentals are in place: structured data on the page (WebSite, Organization), an llms.txt file for AI models, a sitemap.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
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 Authority
3
Established authority for your domain.
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 6.2/10, Sheldrake Coffee Roasting has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Sheldrake Coffee Roasting
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Sheldrake Coffee Roasting.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sheldrakecoffeeroasting
Cite this score: Engagemii (2026). "AEO Score for Sheldrake Coffee Roasting." Retrieved from https://engagemii.com/aeo/brands/sheldrakecoffeeroasting
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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