AI Visibility Scorecard
Ars Mentis
arsmentis.com · Technology
Borderline visible. AI bots can crawl Ars Mentis, 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 4 times
Meta AI · Claude · ShapBot
#2,265,831 of 2,705,505 in Technology for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Ars Mentis
from our crawl and measurement
Ars Mentis is a Ann Arbor, MI business whose own site puts it this way: "Custom software solutions for clients of any size. All problems have solutions. Let me solve yours." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found structured data on the page (WebSite), a sitemap and a readable heading structure. It is missing 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
Strong
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
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
Fair
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 3.5/10, Ars Mentis is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why choose Ars Mentis?
Custom Software We’ll work together to turn your idea into a viable, feature rich, high-quality solution. I stand by my software and provide long-term support; if a bug is my fault, I’ll fix it for free. Professional Coaching I have 10 years of experience teaching and mentoring. If you're looking to reinforce the basics or learn the hot new framework, I can help you achieve your goals.
Is this your brand?
The exact fixes for Ars Mentis
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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 Ars Mentis.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/arsmentis
Cite this score: Engagemii (2026). "AEO Score for Ars Mentis." Retrieved from https://engagemii.com/aeo/brands/arsmentis
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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