AI Visibility Scorecard
duttonlegacy.com · Media & Entertainment
At 2.65/10, Dutton Legacy is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Backlinks and Domain Trust. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude
19
AI Naming Predictability
iRarely named · 19/100
Media & Entertainment average 17
Top 23% of Media & Entertainment
See what's behind this score →2.65
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Media & Entertainment average 3. Claim your page and Engagemii is your first.
See what's behind this score →10
Muse Index Score
iAI agent readiness
Basic · 10/100
Media & Entertainment average 15
See what's behind this score →0
from our crawl and measurement
Dutton Legacy is a business whose own site puts it this way: "Dutton Legacy is a Yellowstone Universe guide with the complete Dutton family tree, 1923 & 1883 timelines, Season 6 updates, character deep dives, and where to watch the Taylor Sheridan." When AI engines look at it, they find little to work with. It scores 2.65 out of 10.
On its own pages the site does well on a clear heading structure 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, a clearly stated business identity and credibility markers like credentials or reviews.
Off the page there is only faint evidence that the domain is only lightly established. Beyond that, almost no other sites link to it, 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.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
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
Fair
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 2.65/10, Dutton Legacy is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Think you know the Duttons?
Put it to the test — both games are free and need no sign-up.CrosswordYellowstone CrosswordsOne grid per series, plus a whole-universe puzzle.TriviaDaily ChallengeTen questions, the same for everyone today. Compare your score.DuttonLegacy| Yellowstone UniverseAn unofficial fan website dedicated to the Yellowstone Universe.
Is this your brand?
The exact fixes for Dutton Legacy
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ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/duttonlegacy
Cite this score: Engagemii (2026). "AEO Score for Dutton Legacy." Retrieved from https://engagemii.com/aeo/brands/duttonlegacy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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