AI Visibility Scorecard
Better Solutions. Better Decisions. Better Clinical Development.
mcspirittadvisory.com · Professional Services
Borderline visible. AI bots can crawl Better Solutions. Better Decisions. Better Clinical Development., but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 7 times
Meta AI · Claude · ShapBot
#350,111 of 528,058 in Professional Services for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Better Solutions. Better Decisions. Better Clinical Development.
from mcspirittadvisory.com
InsightsResourcesContactBook a callIndependent Strategic AdvisoryBetter solutions.
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
Weak
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.
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 3.6/10, Better Solutions. Better Decisions. Better Clinical Development. is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Making a clinical, data, AI, or market strategy decision?
I will listen carefully, ask the right questions, and tell you honestly whether and how I can help.Book a 30-min discovery callRead the engagement modelsBetter solutions, better decisions, and better clinical development across both sides of the clinical technology market.
Is this your brand?
The exact fixes for Better Solutions. Better Decisions. Better Clinical Development.
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Better Solutions. Better Decisions. Better Clinical Development..
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mcspirittadvisory
Cite this score: Engagemii (2026). "AEO Score for Better Solutions. Better Decisions. Better Clinical Development.." Retrieved from https://engagemii.com/aeo/brands/mcspirittadvisory
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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