AI Visibility Scorecard
Expedition Guide Rob Johnson WMCI & IML
expeditionguide.com · Travel & Hospitality
At 2.9/10, Expedition Guide Rob Johnson WMCI & IML is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 5 times
Claude · Meta AI · ShapBot
#54,447 of 457,124 in Travel & Hospitality for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 92% of Travel & Hospitality companies
3
AEO Visibility
iNear-invisible · 2.9/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Expedition Guide Rob Johnson WMCI & IML
from our crawl and measurement
"Mountaineering Instruction & Courses in Snowdonia. Navigation, Scrambling, Climbing & winter courses in Wales with Rob Johnson WMCI & IML." That is how Expedition Guide Rob Johnson WMCI & IML introduces itself. As far as answer engines are concerned it may as well not exist yet: 2.9 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models and a readable heading structure. It is missing a sitemap.
AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic), Meta AI and ShapBot (Parallel).
The 6 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
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.
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 2.9/10, Expedition Guide Rob Johnson WMCI & IML is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Expedition Guide Rob Johnson WMCI & IML
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
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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Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/expeditionguide
Cite this score: Engagemii (2026). "AEO Score for Expedition Guide Rob Johnson WMCI & IML." Retrieved from https://engagemii.com/aeo/brands/expeditionguide
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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