AI Visibility Scorecard
mapoftheuniverse.net · Education
Borderline visible. AI bots can crawl The Map of the Universe — 200,000 galaxies from the Milky Way to the edge of the cosmos, 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 22 times
Meta AI · Claude · Amazon Alexa · ChatGPT
#21,273 of 937,745 in Education for AI visibility
74
AI Naming Predictability
iNamed occasionally · 74/100
Education average 14
Top 2% of Education
See what's behind this score →4.9
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →5
0
from our crawl and measurement
The Map of the Universe 200,000 galaxies from the Milky Way to the edge of the cosmos is a business whose own site puts it this way: "An interactive map of 200,000 galaxies, from the Milky Way to the edge of the observable Universe. Built from 15 years of Sloan Digital Sky Survey data by B. Ménard and N." When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 20 times in our tracking, including ClaudeBot (Anthropic), Meta AI and AmazonBot (Alexa AI).
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
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
Good
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
Strong
Inbound links from other sites.
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
Good
Forum and community discussion.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4.9/10, The Map of the Universe — 200,000 galaxies from the Milky Way to the edge of the cosmos is crawlable but under-signaled - fixable, and the signals above are where to start.
What are these dots?
Each tiny dot is a galaxy. About 200,000 are shown with their actual position and color. Each galaxy contains billions of stars and planets. We are located at the bottom. Our galaxy, the Milky Way, is just a dot. Looking up, we see that space is filled with galaxies forming a global filamentary structure. Far away from us (higher up in the map), the filaments become harder to see.
Why are the colors changing?
The Universe expands with time. This expansion stretches the wavelength of light. The farther an object, the redder it will appear to us. The map shows two blue-to-red redshift sequences: one for galaxies (lower half) and one for quasars (upper half).
Why is there an edge?
The top of the map reveals the first flash of radiation emitted soon after the Big Bang. This happened 13.7 billion years ago. Today we observe this radiation not as visible light but as radio waves. It is called the Cosmic Microwave Background. It is the edge of the observable Universe. Any light emitted beyond that has not yet reached us as its travel time is longer than the age of the Universe.
What are these colorful dots?
Each tiny dot is a galaxy. About 200,000 are shown with their actual position and color. Each galaxy contains billions of stars and planets. We are located at the bottom. Our galaxy, the Milky Way is just a dot. Looking up, we see that space is filled with galaxies forming a global filamentary structure. Far away from us (higher up in the map), the filaments become harder to see.
Is this your brand?
The exact fixes for The Map of the Universe — 200,000 galaxies from the Milky Way to the edge of the cosmos
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on October 25, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mapoftheuniverse-net
Cite this score: Engagemii (2026). "AEO Score for The Map of the Universe — 200,000 galaxies from the Milky Way to the edge of the cosmos." Retrieved from https://engagemii.com/aeo/brands/mapoftheuniverse-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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