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AI Visibility Scorecard

Rich "Spock" Armstrong -- Richard Armstrong: creator of M.A.M.I. Musical Scale
Atlases

Rich "Spock" Armstrong -- Richard Armstrong: creator of M.A.M.I. Musical Scale Atlases

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richarmstrong.com · Media & Entertainment

At 2/10, Rich "Spock" Armstrong -- Richard Armstrong: creator of M.A.M.I. Musical Scale Atlases is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

AI engines read this profile 1 times

Claude

#1,818,530 of 1,887,611 in Media & Entertainment for AI visibility

2

/10

AEO Score

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About Rich "Spock" Armstrong -- Richard Armstrong: creator of M.A.M.I. Musical Scale Atlases

from our crawl and measurement

Rich "Spock" Armstrong -- Richard Armstrong: creator of M.A.M.I. Musical Scale Atlases describes itself simply: "Music Scale Atlases creator: Richard Spock Armstrong Check out my vintage video (I'm the Lefty Guitarist!) way before the days of MAMIMUSIC!!!." As far as answer engines are concerned it may as well not exist yet: 2.0 out of 10.

On the page it is passable on a workable page structure. What holds it back is the technical files AI engines look for, such as llms.txt or an open robots.txt, sitemaps and entity links AI can follow, structured data describing the business, a clearly stated business identity and credibility markers like credentials or reviews.

Off the page, almost no other sites link to it, the domain does not yet read as established, 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.

The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Media & Entertainment
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

2

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

4

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

AI Discoverability

3

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

0

No inbound links found yet.

Domain Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 2/10, Rich "Spock" Armstrong -- Richard Armstrong: creator of M.A.M.I. Musical Scale Atlases is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for Rich "Spock" Armstrong -- Richard Armstrong: creator of M.A.M.I. Musical Scale Atlases

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Rich "Spock" Armstrong -- Richard Armstrong: creator of M.A.M.I. Musical Scale Atlases: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Source & Attribution

Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Rich "Spock" Armstrong -- Richard Armstrong: creator of M.A.M.I. Musical Scale Atlases." Retrieved from https://engagemii.com/aeo/brands/richarmstrong

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

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