AI Visibility Scorecard
OpsRay: Embedded Operations Leadership
opsray.com · Technology
Borderline visible. AI bots can crawl OpsRay: Embedded Operations Leadership, 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 7 times
Claude · Meta AI · Apple Intelligence
#1,222,904 of 2,707,789 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About OpsRay: Embedded Operations Leadership
from opsray.com
OpsRay is an operations practice for PE- and VC-backed companies. Embedded operating leadership (fractional, interim, or project-based) for businesses that need senior ops horsepower without a full-ti
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
Weak
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 4.8/10, OpsRay: Embedded Operations Leadership is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Have an operations problem worth solving?
The first conversation is a free working session, not a pitch. Book a call or write me: ben@opsray.com © 2026 OpsRay · Redondo Beach, CA LinkedIn Company ben@opsray.com
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The exact fixes for OpsRay: Embedded Operations Leadership
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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.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/opsray
Cite this score: Engagemii (2026). "AEO Score for OpsRay: Embedded Operations Leadership." Retrieved from https://engagemii.com/aeo/brands/opsray
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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