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AI Visibility Scorecard
MRC Consulting
matthewcotty.com · Nonprofits
Borderline visible. AI bots can crawl MRC Consulting, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#680,690 of 764,039 in Nonprofits for AI visibility
3.1
/10
AEO Score
About MRC Consulting
from our crawl and measurement
MRC Consulting describes itself simply: "Revitalize.Achieve the greatest impact for your constituents Our approachAt MRC Consulting, we prioritize listening and collaborating closely with our clients to maximize the positive." As far as answer engines are concerned it may as well not exist yet: 2.8 out of 10.
Our crawl found structured data on the page (WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
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
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 3.1/10, MRC Consulting is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MRC Consulting
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 MRC Consulting.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/matthewcotty
Cite this score: Engagemii (2026). "AEO Score for MRC Consulting." Retrieved from https://engagemii.com/aeo/brands/matthewcotty
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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