AI Visibility Scorecard
sciencetheonlytruth.com · Nonprofits
Somewhat visible. AI bots can read Science - The only truth -, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · ChatGPT
#232,840 of 826,663 in Nonprofits for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"Some people are suspicious of science and scientists. Depending on your outlook you may be sympathetic to that view, completely embrace it, or you may not understand it at all." That is how Science introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage), an llms.txt file for AI models and a sitemap.
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
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.
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, Science - The only truth - has a working base to build on - fixable, and the signals above are where to start.
What is science?
But first, I think it’s important to explain what science is and is not. Science is the pursuit of facts through experimentation, observation, and – often – statistics. Science can never be sure that it is perfect, but every advance is progress towards perfection. Perfection is the target, an infinite distance away.
What is science not?
It is important to note that science is not a belief system. There is no faith required to accept science, unless by ‘faith’ you mean you need to believe there is a truth to the universe. Or unless you don’t believe mathematics is true.
Can you trust what scientists say?
Any individual scientist might not be trustworthy, but after a paper has been peer-reviewed, replicated, and built upon with new knowledge, you can trust the scientific result. In the early days of, for example, climate science, there was a larger doubt than there is today about the implications, the causes, and what we could do about it.
So, why science?
So the reason why we should do and trust science, is that there is no other known way of establishing truth. If something is unknown, the scientific method is the only process we know to know it. And until science is applied to a problem, we don’t really know it. There is a LOT that we don’t actually know, and if there wasn’t, there would be nothing for scientists to do! SearchSearch
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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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Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sciencetheonlytruth
Cite this score: Engagemii (2026). "AEO Score for Science - The only truth -." Retrieved from https://engagemii.com/aeo/brands/sciencetheonlytruth
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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