AI Visibility Scorecard
Daniel J. Lewis BSc(Hons)
vanirsystems.com · Education
Borderline visible. AI bots can crawl Daniel J. Lewis BSc(Hons), 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.
AI engines read this profile 6 times
Apple Intelligence · Claude · Meta AI
#424,022 of 937,047 in Education for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
?
AI Adoption
iNone detected · -/100
About Daniel J. Lewis BSc(Hons)
from our crawl and measurement
Daniel J. Lewis BSc(Hons) is a business whose own site puts it this way: "Daniel John Lewis, BSc(Hons). PhD Researcher in Engineering Mathematics (Intelligent Systems), and Teaching Assistant, at the University of Bristol (UK)." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places, missing in others.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Weak
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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, Daniel J. Lewis BSc(Hons) is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Daniel J. Lewis BSc(Hons)
Which AI engines already crawl you
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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 May 28, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/vanirsystems
Cite this score: Engagemii (2026). "AEO Score for Daniel J. Lewis BSc(Hons)." Retrieved from https://engagemii.com/aeo/brands/vanirsystems
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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