AI Visibility Scorecard
Devin Collins
ghostgridcyber.com · Technology
Borderline visible. AI bots can crawl Devin Collins, 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
#2,024,143 of 2,704,685 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.7/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
8
AI Adoption
iBasic · 8/100
About Devin Collins
from our crawl and measurement
Devin Collins describes itself simply: "Devin Collins is a cybersecurity engineer building hands-on skills in AWS security and DevSecOps, and founder of GhostGrid Cyber, an AWS security consultancy for growing businesses." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.7 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 3.7/10, Devin Collins is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Hiring, Collaborating, or Just Curious?
Whether you're looking to bring cloud security skills onto your team, need help hardening an AWS environment, or just want to connect with someone building in this space — I'd like to hear from you. Get In Touch Learn About GhostGrid Home About GhostGrid Cyber Contact GHOSTGRID CYBER © GhostGrid Cyber. All rights reserved. [email protected]
Is this your brand?
The exact fixes for Devin Collins
Which AI engines already crawl you
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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 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ghostgridcyber
Cite this score: Engagemii (2026). "AEO Score for Devin Collins." Retrieved from https://engagemii.com/aeo/brands/ghostgridcyber
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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