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AI Visibility Scorecard
General Management
williscustomyachts.com · mechanical or industrial engineering
Somewhat visible. AI bots can read General Management, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#8,585 of 179,841 in Sports & Recreation for AI visibility
6.2
/10
AEO Score
About General Management
from our crawl and measurement
"Three years ago, Willis Custom Yachts acquired American Custom Yachts, forming a powerful partnership between renowned boat builder Mark Willis, founder of Willis Marine, and accomplished." That is how General Management introduces itself. Its AI visibility score is 6.2 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 visible credibility markers. It is passable on some structured data, a partly stated business identity, basic crawler access and partial sitemap and link coverage.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established and press coverage is thin. Beyond that, AI engines do not yet recognise it as a distinct business, 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.
It does link out to several social profiles, which helps engines tie the brand together.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
4
Press and news coverage.
Community
0
No community discussion yet.
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 6.2/10, General Management has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for General Management
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/williscustomyachts
Cite this score: Engagemii (2026). "AEO Score for General Management." Retrieved from https://engagemii.com/aeo/brands/williscustomyachts
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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