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AI Visibility Scorecard

The Quantum Astrophysicists Guild

The Quantum Astrophysicists Guild

Unclaimed

quantumastrophysics.com · Membership Organizations

Somewhat visible. AI bots can read The Quantum Astrophysicists Guild, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 3 times

Claude · Meta AI

#15,596 of 82,274 in Membership Organizations for AI visibility

5.6

/10

AEO Score

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About The Quantum Astrophysicists Guild

from our crawl and measurement

The Quantum Astrophysicists Guild is a business whose own site puts it this way: "Home Games Contact We Make Indie Games QAG got started in 2011, creating the award-winning puzzle games The Bridge and Tumblestone." Its AI visibility score is 5.5 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on a clear heading structure and sitemaps and entity links AI can follow. It is passable on a few credibility markers. What holds it back is a clearly stated business identity, the technical files AI engines look for, such as llms.txt or an open robots.txt and structured data describing the business.

Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.

Industry · Membership Organizations
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

Clear headings and answer-style content.

Entity Clarity

3

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

6

Experience, Expertise, Authority, Trust markers.

Technical AEO

4

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

7

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

9

Inbound links from other sites.

Domain Authority

3

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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 5.6/10, The Quantum Astrophysicists Guild has a working base to build on - fixable, and the signals above are where to start.

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Picked for The Quantum Astrophysicists Guild: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/quantumastrophysics

Cite this score: Engagemii (2026). "AEO Score for The Quantum Astrophysicists Guild." Retrieved from https://engagemii.com/aeo/brands/quantumastrophysics

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

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