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AI Visibility Scorecard
QIR - Quantum Index Report
v4techq.com · Education
Borderline visible. AI bots can crawl QIR - Quantum Index Report, 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
#686,904 of 867,677 in Education for AI visibility
3.6
/10
AEO Score
About QIR - Quantum Index Report
from our crawl and measurement
QIR is a business whose own site puts it this way: "Presenting insights with Quantum Index Report Helping with tracking trends independently Access Insights About QIR Interactive Charts Data is represented in user-friendly interactive charts." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.6/10, QIR - Quantum Index Report is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for QIR - Quantum Index Report
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/v4techq
Cite this score: Engagemii (2026). "AEO Score for QIR - Quantum Index Report." Retrieved from https://engagemii.com/aeo/brands/v4techq
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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