AI Visibility Scorecard
The Sitting Duck
sittingduckmt.com · Food & Beverage
Borderline visible. AI bots can crawl The Sitting Duck, 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 6 times
Meta AI · Claude
#73,490 of 1,392,263 in Food & Beverage for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About The Sitting Duck
from our crawl and measurement
The Sitting Duck, based in Bigfork, MT, describes itself simply: "Best Flathead Lake Bar & Restaurant. Incredible views, beach access, docks & decks to enjoy Flathead Lake. Voted best Bloody Mary in the Flathead Valley!." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (Restaurant) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 6 times in our tracking, including ClaudeBot (Anthropic) and Meta AI. By its own structured data it is a restaurant business.
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
Good
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 4.2/10, The Sitting Duck is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for The Sitting Duck
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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 October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sittingduckmt
Cite this score: Engagemii (2026). "AEO Score for The Sitting Duck." Retrieved from https://engagemii.com/aeo/brands/sittingduckmt
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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