AI Visibility Scorecard
John Shaqi
johnshaqi.com · Nonprofits
Borderline visible. AI bots can crawl John Shaqi, 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
#330,498 of 827,003 in Nonprofits for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
?
AI Adoption
iNone detected · -/100
About John Shaqi
from our crawl and measurement
John Shaqi Research Library is a business whose own site puts it this way: "John Shaqi is an independent researcher and writer working on comparative religion, prophetic tradition, and the history of religious authority." When AI engines look at it, they find little to work with. It scores 4.8 out of 10.
Our crawl found structured data on the page (Person, Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 4.8/10, John Shaqi is crawlable but under-signaled - fixable, and the signals above are where to start.
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on September 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnshaqi
Cite this score: Engagemii (2026). "AEO Score for John Shaqi." Retrieved from https://engagemii.com/aeo/brands/johnshaqi
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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