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AI Visibility Scorecard
quantum2025.org · Media & Entertainment
Somewhat visible. AI bots can read IYQ 2025, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
ChatGPT · Claude
#19,374 of 1,864,245 in Media & Entertainment for AI visibility
6.8
/10
AEO Score
from our crawl and measurement
IYQ 2025 is a business whose own site puts it this way: "The 2025 International Year of Quantum Science and Technology (IYQ) recognizes 100 years since the initial development of quantum mechanics." Its AI visibility score is 6.8 out of 10: the engines can find it, but they do not have much to hold on to.
On the page it is passable on a workable page structure, basic crawler access and partial sitemap and link coverage. What holds it back is structured data describing the business, a clearly stated business identity and credibility markers like credentials or reviews.
Off the page, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business and it comes up on Reddit. There is some, but not much, sign that there is little discussion of it. Beyond that, there is no press coverage to draw on.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
5
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
0
No press coverage found yet.
Community
1
Forum and community discussion.
5
Reddit mentions and discussion.
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 6.8/10, IYQ 2025 has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for IYQ 2025
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/quantum2025-org
Cite this score: Engagemii (2026). "AEO Score for IYQ 2025." Retrieved from https://engagemii.com/aeo/brands/quantum2025-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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