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AI Visibility Scorecard
fishwithmfg.com · Travel & Hospitality
Somewhat visible. AI bots can read Montana Fly Fishing Guides, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Apple Intelligence · Meta AI
#49,312 of 428,240 in Travel & Hospitality for AI visibility
5.8
/10
AEO Score
from our crawl and measurement
Montana Fly Fishing Guides is a Livingston, MT business whose own site puts it this way: "Premier fly fishing guide service in Montana offering guided trips on the Yellowstone, Madison, Missouri, Gallatin, Boulder, and Stillwater rivers plus Yellowstone National Park waters and." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: structured data describing the business, a clear heading structure, a clearly stated business identity, visible credibility markers, crawler access and the files AI engines look for and sitemaps and entity links AI can follow.
Away from its own site, other sites link to it. Beyond that, the domain does not yet read as established, 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. Those are earned elsewhere on the web, not fixed on the site itself.
It does link out to several social profiles, which helps engines tie the brand together.
Higher is better · 0-10
Structured Data
9
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
5
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.8/10, Montana Fly Fishing Guides has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Montana Fly Fishing Guides
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fishwithmfg
Cite this score: Engagemii (2026). "AEO Score for Montana Fly Fishing Guides." Retrieved from https://engagemii.com/aeo/brands/fishwithmfg
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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