AI Visibility Scorecard
Roy Abes
royabes.com · Professional Services
Borderline visible. AI bots can crawl Roy Abes, 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 1 times
Claude
#262,675 of 526,055 in Professional Services for AI visibility
5
AEO Visibility
iBorderline · 4.6/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
17
AI Adoption
iBasic · 17/100
About Roy Abes
from our crawl and measurement
"AI systems for oil & gas and heavy industry. 39%→93% accuracy on engineering drawings, 500K+ work orders classified. 20+ years in energy operations. Consulting and senior AI...." That is how Roy Abes of Calgary, AB introduces itself. When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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 4.6/10, Roy Abes is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Have data that generic AI can't handle?
Engineering drawings, decades of work orders, production histories — if the knowledge is locked in your documents, the problem is solvable.
Is this your brand?
The exact fixes for Roy Abes
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Roy Abes.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/royabes
Cite this score: Engagemii (2026). "AEO Score for Roy Abes." Retrieved from https://engagemii.com/aeo/brands/royabes
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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