AI VISIBILITY SCOREAS OF 2026-08-09 · ENGAGEMII INDEX
4.1/ 10

#628,307 OF 932,312 IN EDUCATION

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

Moebius

Moebius

Unclaimed

moebius.nu · Education

Borderline visible. AI bots can crawl Moebius, 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 2 times

Claude

#628,307 of 932,312 in Education for AI visibility

4

AEO Visibility

i

Borderline · 4.1/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About Moebius

from our crawl and measurement

"Moebius🇸🇪 Moebius Möbius SOL Links Archive DonateMoebius is the section association for the mathematics section (MAT) within UTN." That is how Moebius introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 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 once in our tracking, including ClaudeBot (Anthropic).

Industry · Education
Last scored · Aug 9, 2026

The 6 signals AI reads

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

Weak

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.

Off-page authority

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.

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 4.1/10, Moebius is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

What is student monitoring?

Student monitoring is about exerting influence to improve students’ working conditions. According to the Higher Education Act, we have the right to be represented when decisions are made. For Möbius, this means that we elect

What does Moebius student monitoring look like?

Twice a semester, Moebius organizes member meetings/study council meetings for bachelor students and master lunches for master students. There you get the opportunity to evaluate courses and choose which issues we should pursue. If you think that a course is missing or that a certain type of examination should be used more often, you can bring it up at our members’ meetings and we will push the issue further.

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The exact fixes for Moebius

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Picked for Moebius: How-To

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 9, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/moebius-nu

Cite this score: Engagemii (2026). "AEO Score for Moebius." Retrieved from https://engagemii.com/aeo/brands/moebius-nu

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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