AI Visibility Scorecard
FRONTrunner MDH
frontrunnermdh.com · Healthcare
At 2.3/10, FRONTrunner MDH 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 1 times
Claude
#453,751 of 923,943 in Healthcare for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 81% of Healthcare companies
2
AEO Visibility
iNear-invisible · 2.3/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About FRONTrunner MDH
from our crawl and measurement
FRONTrunner MDH describes itself simply: "FRONTrunner MDH is the recruitment agency you need behind you when looking for a new job or new staff across the Medical, Dental, or Healthcare sectors anywhere in the UK." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.3 out of 10.
Our crawl found structured data on the page (Organization, WebSite, WebPage) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
Weak
No inbound links found yet.
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 2.3/10, FRONTrunner MDH is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for FRONTrunner MDH
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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 September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/frontrunnermdh
Cite this score: Engagemii (2026). "AEO Score for FRONTrunner MDH." Retrieved from https://engagemii.com/aeo/brands/frontrunnermdh
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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