AI Visibility Scorecard
stuartboatworks.com · Home & Living
Somewhat visible. AI bots can read Stuart Boatworks, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#143,453 of 1,374,185 in Home & Living for AI visibility
6
AEO Visibility
iBorderline · 5.7/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Stuart Boatworks is a business whose own site puts it this way: "Learn more about Stuart Boatworks. Built to last, perfect for offshore cruising and fishing. Built in Florida with over 150 years of innovative design." Its AI visibility score is 5.7 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Good
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
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 5.7/10, Stuart Boatworks has a working base to build on - fixable, and the signals above are where to start.
Q: HOW LONG HAS STUART BOATWORKS BEEN IN BUSINESS?
“>A: SBW began in 2006 building a 33′ outboard powered center console boat and a 36′ inboard powered Express style boat. These models are no longer in production. The 26′ model was designed in 2011, the hull plug was built and test run and fine tuned in 2012, and production started in 2013. See all FAQ's
Q. WHAT BRAND OF MOTORS DO YOU OFFER?
A. We install Yamaha outboards exclusively. See all our FAQ's
Q. WHAT PERCENTAGE OF YOUR BOATS GET TOWED BY LARGER BOATS?
A. At this early stage in our business, nearly 50% of the boats that we have crafted are being towed by larger boats from 45′ to 100′.
Q. HOW DO YOU HANDLE WARRANTY ISSUES THAT MIGHT ARISE OVER TIME, IF THE BOAT IS NOT LOCATED CLOSE TO STUART?
A. If you have a warranty-related concern with your boat and are not located close to the shop, we work one on one with your dealer or service center of choice to resolve the issue. And we pay their regular retail shop rate in the process so that your boat has normal priority within the service centers schedule. See all our FAQ's
Q. ARE YOUR COMPARTMENTS TRULY INSULATED?
A. Many builders claim their fish boxes and coolers are “insulated” simply because they use foam core in the lamination process of building their compartments. While this certainly provides a small degree more “insulation” characteristics than fiberglass-only construction, this method does not provide enough “insulation” to make a bag of ice last even half a day in the Florida sun.
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The exact fixes for Stuart Boatworks
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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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Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/stuartboatworks
Cite this score: Engagemii (2026). "AEO Score for Stuart Boatworks." Retrieved from https://engagemii.com/aeo/brands/stuartboatworks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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