AI Visibility Scorecard
johnmark.org
johnmark.org · Technology
Borderline visible. AI bots can crawl johnmark.org, 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
#1,603,831 of 2,707,166 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4.4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
12
AI Adoption
iBasic · 12/100
About johnmark.org
from our crawl and measurement
Planet JM is one of the businesses we track in the Technology space. When AI engines look at it, they find little to work with. It scores 4.4 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.
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
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 4.4/10, johnmark.org is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is SCA?
For those who never had the misfortune of being subjected to these “products”, you may be forgiven for wondering just what all the fuss is about and why you should care. here is a very simple overview: Take a source code repository, probably in git, and look at the language it’s written in.
How Will Open Source Change?
I have been pretty adamant over the past few months that open source and innersource, while about to undergo significant change, would emerge as more important than ever.
Ok, Fine. You’re a Change Agent. Now What?
The first thing to know about large organizations is that they never fail. Where most change agents go wrong is they erroneously assume that organizations are failing. If you are asking the question, “why is this organization failing?” know that you are asking precisely the wrong question. Organizations behave exactly as they are designed, and one thing they are designed to do is to resist change.
How Do We Generate Lift?
There are 2 basic types of lift you will be looking for – user lift, or getting more people ot adopt your platform, and developer lift, where more developers are contributing to your platform.
Is this your brand?
The exact fixes for johnmark.org
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 October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnmark-org
Cite this score: Engagemii (2026). "AEO Score for johnmark.org." Retrieved from https://engagemii.com/aeo/brands/johnmark-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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