AI Visibility Scorecard
Duffy's Steak & Lobster House
duffyskeywest.com · Food & Beverage
Borderline visible. AI bots can crawl Duffy's Steak & Lobster House, 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 5 times
Claude · Meta AI · Perplexity
#75,393 of 1,391,622 in Food & Beverage for AI visibility
27
AI Naming Predictability
iRarely named · 27/100
Food & Beverage average 12
Top 10% of Food & Beverage
See what's behind this score →4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Food & Beverage average 2. Claim your page and Engagemii is your first.
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Food & Beverage average 18
See what's behind this score →0
About Duffy's Steak & Lobster House
from our crawl and measurement
"Duffy's Steak & Lobster House is Key West's favorite steak and lobster house offering an extensive selection of dishes and a friendly local atmosphere." That is how Duffy's Steak & Lobster House introduces itself. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
The page falls short on a clearly stated business identity, the technical files AI engines look for, such as llms.txt or an open robots.txt, structured data describing the business, a heading structure that lays out what it offers, credibility markers like credentials or reviews and sitemaps and entity links AI can follow.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, 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.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 58 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 1997.
- Company ·
- Duffy's Steak & Lobster House
- Website ·
- duffyskeywest.com
- Industry ·
- Food & Beverage
- Location ·
- Key West, Florida
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Jul 31, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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 read your site and name it in answers. At 4.2/10, Duffy's Steak & Lobster House is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Duffy's Steak & Lobster House
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/duffyskeywest
Cite this score: Engagemii (2026). "AEO Score for Duffy's Steak & Lobster House." Retrieved from https://engagemii.com/aeo/brands/duffyskeywest
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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