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AI Visibility Scorecard
Liminal Path Counsel
liminalpathllc.com · hospital & health care
Somewhat visible. AI bots can read Liminal Path Counsel, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#129,119 of 435,681 in Health & Wellness for AI visibility
5.1
/10
AEO Score
About Liminal Path Counsel
from our crawl and measurement
"Online mental health therapy for Maryland and Pennsylvania clients. LCSW and LCSW-C supervision provided. Www.liminalpathllc.com." That is how Liminal Path Counsel introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: crawler access and the files AI engines look for. It is passable on a workable page structure and a partly stated business identity. What holds it back is structured data describing the business, sitemaps and entity links AI can follow and credibility markers like credentials or reviews.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
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.
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 5.1/10, Liminal Path Counsel has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Liminal Path Counsel
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Trust Is the Product. AI Is How You Build It at Scale.
In health and wellness, you're not just selling a product. You're asking someone to trust you with their body.
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Source & Attribution
Scored by Engagemii on July 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/liminalpathllc
Cite this score: Engagemii (2026). "AEO Score for Liminal Path Counsel." Retrieved from https://engagemii.com/aeo/brands/liminalpathllc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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