AI Visibility Scorecard
Powder Horn Lounge & Muzzle Loader Cafe
ml-phlc.com · Food & Beverage
AI engines read this profile 5 times
Claude · Amazon Alexa · Meta AI
86
AI Naming Predictability
iNamed sometimes · 86/100
Food & Beverage average 12
Top 1% of Food & Beverage
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-
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 →0
Muse Index Score
iAI agent readiness
Basic · 0/100
Food & Beverage average 18
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About Powder Horn Lounge & Muzzle Loader Cafe
from our crawl and measurement
Powder Horn Lounge & Muzzle Loader Cafe is a Billings, MT business whose own site puts it this way: "Come on by the Powder Horn Lounge & Muzzle Loader Cafe for reasonable prices, great food, darts, pool tables, good music, daily drink specials & more!." Its AI visibility score is 5.6 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 (CafeOrCoffeeShop) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). By its own structured data it is a cafe business.
- Company ·
- Powder Horn Lounge & Muzzle Loader Cafe
- Website ·
- ml-phlc.com
- Industry ·
- Food & Beverage
- Location ·
- Billings, MT
- Site status ·
- Not verified
- Last scored ·
- Jul 31, 2026
The 6 on-page signals AI reads
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
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
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
-
Not yet measured.
Domain Authority
-
Not yet measured.
Reference Presence
-
Not yet measured.
News & Press
-
Not yet measured.
Community
-
Not yet measured.
Social Mentions
-
Not yet measured.
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.
Is this your brand?
The exact fixes for Powder Horn Lounge & Muzzle Loader Cafe
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ChatGPT is now one of the places people start a search. Google's AI Overviews are showing up on millions of searches. Claude is running research for entire teams. The question isn't whether AI will shape how people find information. It already has.
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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/ml-phlc
Cite this score: Engagemii (2026). "AEO Score for Powder Horn Lounge & Muzzle Loader Cafe." Retrieved from https://engagemii.com/aeo/brands/ml-phlc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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