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AI Visibility Scorecard
Niall Murray (Atlas): IT Engineer & Full Stack Developer
niallmurray.com · Technology
Borderline visible. AI bots can crawl Niall Murray (Atlas): IT Engineer & Full Stack Developer, 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 · Apple Intelligence
#857,348 of 2,652,759 in Technology for AI visibility
5
/10
AEO Score
About Niall Murray (Atlas): IT Engineer & Full Stack Developer
from our crawl and measurement
Niall Murray (Atlas): IT Engineer & Full Stack Developer is a business whose own site puts it this way: "Personal site of Niall Murray, IT Engineer, full stack developer, and founder of WarPulse LLC. Building reliable systems and products people love." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places and missing in others.
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
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
0
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
5
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5/10, Niall Murray (Atlas): IT Engineer & Full Stack Developer is crawlable but under-signaled - fixable, and the signals above are where to start.
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/niallmurray
Cite this score: Engagemii (2026). "AEO Score for Niall Murray (Atlas): IT Engineer & Full Stack Developer." Retrieved from https://engagemii.com/aeo/brands/niallmurray
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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