AI visibility score
5.7/ 10Fair

▲ 0.7 since Jun 2026

#143,453 of 1,374,185 in Home & Living

As of 2026-08-09 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Stuart Boatworks

Stuart Boatworks

Unclaimed

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

i

Borderline · 5.7/10

35

Muse Index Score

i

AI agent readiness

Agent-ready · 35/100

0

AI Adoption

i

None detected · 0/100

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About Stuart Boatworks

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).

Industry · Home & Living
Last scored · Aug 9, 2026

The 6 signals AI reads

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.

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

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.

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 5.7/10, Stuart Boatworks has a working base to build on - fixable, and the signals above are where to start.

Frequently Asked Questions

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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Picked for Stuart Boatworks: 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 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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