AI visibility score
5.0/ 10Fair

#12,382 of 827,646 in Nonprofits

As of 2026-08-01 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

USS Silversides Museum

USS Silversides Museum

Unclaimed

silversidesmuseum.org · Nonprofits

Borderline visible. AI bots can crawl USS Silversides Museum, 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 17 times

Meta AI · Perplexity · Claude · ShapBot

#12,382 of 827,646 in Nonprofits for AI visibility

22

AI Naming Predictability

i

Named occasionally · 22/100

Top 1% of Nonprofits

5

AEO Visibility

i

Borderline · 5/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About USS Silversides Museum

from our crawl and measurement

USS Silversides Museum is a Muskegon, MI business whose own site puts it this way: "Come tour a real World War 2 Submarine and visit our military museum in Muskegon, Michigan. Sleep overnight on the submarine!." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity and crawler access and the files AI engines look for. It is passable on partial sitemap and link coverage. What holds it back is structured data describing the business and credibility markers like credentials or reviews.

Away from its own site, other sites link to it and it turns up in press coverage. There is some, but not much, sign that the domain is only lightly established and it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business and nobody is discussing it where AI engines look.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The business dates to 1987.

Industry · Nonprofits
Last scored · Aug 1, 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

Strong

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

Strong

Inbound links from other sites.

Domain Authority

Fair

Established authority for your domain.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Good

Press and news coverage.

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 5/10, USS Silversides Museum is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for USS Silversides Museum: 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 1, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for USS Silversides Museum." Retrieved from https://engagemii.com/aeo/brands/silversidesmuseum-org

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

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