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AI Visibility Scorecard
Hybrid Quantum Networks Lab
hqnlab.com · Education
Somewhat visible. AI bots can read Hybrid Quantum Networks Lab, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Amazon Alexa · Claude · Meta AI
#326,842 of 908,316 in Education for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Hybrid Quantum Networks Lab
from our crawl and measurement
Hybrid Quantum Networks Lab describes itself simply: "Welcome to the Hybrid Quantum Networks Lab led by Dr Patrick M Ledingham. We are part of the Photonic Systems, Circuits and Sensors Group in the Optoelectronics Research Centre at the." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places and missing in others.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
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
7
Inbound links from other sites.
Domain Authority
1
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 5.1/10, Hybrid Quantum Networks Lab has a working base to build on - 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 August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hqnlab
Cite this score: Engagemii (2026). "AEO Score for Hybrid Quantum Networks Lab." Retrieved from https://engagemii.com/aeo/brands/hqnlab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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