AI visibility score
5.4/ 10Fair

▲ 2.4 since Jul 2026

#39,747 of 251,084 in Sports & Recreation

As of 2026-08-02 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

MSXdev Contest

MSXdev Contest

Unclaimed

msxdev.org · Sports & Recreation

Somewhat visible. AI bots can read MSXdev Contest, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 7 times

Claude · Meta AI · Apple Intelligence

#39,747 of 251,084 in Sports & Recreation for AI visibility

5

AEO Visibility

i

Borderline · 5.4/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About MSXdev Contest

from our crawl and measurement

MSXdev Contest is a business whose own site puts it this way: "Fasten your seatbelt as we travel back to 1983 to see what the MSX1 machine can deliver in 2026." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.

On the page it is passable on a workable page structure, a few credibility markers and basic crawler access. What holds it back is a clearly stated business identity, sitemaps and entity links AI can follow and structured data describing the business.

Away from its own site, other sites link to it and AI engines recognise it as a distinct business. There is some, but not much, sign that the domain is only lightly established. Beyond that, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Sports & Recreation
Last scored · Aug 2, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Good

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

Good

Experience, Expertise, Authority, Trust markers.

Technical AEO

Fair

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

AI Discoverability

Fair

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Strong

Inbound links from other sites.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Strong

Recognized in AI knowledge graphs.

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 5.4/10, MSXdev Contest has a working base to build on - fixable, and the signals above are where to start.

Is this your brand?

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The exact fixes for MSXdev Contest

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Which AI engines already crawl you

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Picked for MSXdev Contest: 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 2, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/msxdev-org

Cite this score: Engagemii (2026). "AEO Score for MSXdev Contest." Retrieved from https://engagemii.com/aeo/brands/msxdev-org

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

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