AI Visibility Scorecard
Jack McElroy
jackmcelroy.com · Nonprofits
Borderline visible. AI bots can crawl Jack McElroy, 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 6 times
Meta AI · Claude
#289,214 of 826,723 in Nonprofits for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Jack McElroy
from our crawl and measurement
jackmcelroy is a business whose own site puts it this way: "I don’t mean generally, do they know specifically what you do at work on any given day?." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
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 4.9/10, Jack McElroy is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How can I be of service to you?
Whether we do business together or whether you just want to know more about me, I think the best thing I can do for you right now is to transfer to you whatever truths I’ve learned in this life. The truth has served me, and I’m sure knowing the truth will be of benefit to you too. The funny thing about the truth is that when you find it, you can’t go back and “unfind” it. And you can’t forget about it either.
Are you scared of dying?
As it turns out, lots of people are. Maybe it’s because they’re not sure what happens after they die. Dying can be a scary thing. Many people live their whole lives with a nagging fear that they’re going to die. In fact, there is no escaping it. We all know it’s coming. Actually, there are only two options for life after death: Nothing. When you’re dead you’re dead. And some people act like that’s what they believe.
Is this your brand?
The exact fixes for Jack McElroy
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jackmcelroy
Cite this score: Engagemii (2026). "AEO Score for Jack McElroy." Retrieved from https://engagemii.com/aeo/brands/jackmcelroy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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