AI Visibility Scorecard
mountain-press.com · Media & Entertainment
Somewhat visible. AI bots can read Mountain Press, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 11 times
Claude · Meta AI · Apple Intelligence · ShapBot
#17,151 of 1,966,306 in Media & Entertainment for AI visibility
43
AI Naming Predictability
iNamed sometimes · 43/100
More likely to be named than 99% of Media & Entertainment companies
5
AEO Visibility
iBorderline · 5.4/10
20
Muse Index Score
iAI agent readiness
Transactable · 20/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Mountain Press is a business whose own site puts it this way: "Mountain Press is an independent publisher in Missoula Montana. We publish books on geology, natural history, and western History." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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
Good
Social discussion and mentions.
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 5.4/10, Mountain Press has a working base to build on - fixable, and the signals above are where to start.
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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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Mountain Press lists 248 products, 243 in stock, priced 5.00 to 65.00.
Machine-readable copy: the product feed (JSON).
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mountain-press
Cite this score: Engagemii (2026). "AEO Score for Mountain Press." Retrieved from https://engagemii.com/aeo/brands/mountain-press
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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