AI Visibility Scorecard
Andrew Penrose
development.ie · Technology
Borderline visible. AI bots can crawl Andrew Penrose, 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 2 times
Claude
#1,212,863 of 2,704,179 in Technology for AI visibility
4
AI Naming Predictability
iRarely named · 4/100
Technology average 28
Top 86% of Technology
See what's behind this score →4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Technology average 17
See what's behind this score →2
About Andrew Penrose
from our crawl and measurement
Andrew Penrose works in Technology. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (CollectionPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Andrew Penrose
- Website ·
- development.ie
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 3, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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.
The 6 off-page signals AI reads
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 read your site and name it in answers. At 4/10, Andrew Penrose is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Is Anyone Out There ?
Why does it matter, because no matter what I say nobody is listening to me! That can be a reason why people don’t bother with trying to improve communications, because maybe it is someone else’s fault. This sounds harsh to say this, but it is a visible reality for many. Maybe there is only one way to do something, and it is my way.
My Quantum challenge ?
It’s time to become a quantum developer. And yes I will update my linkedin profile to say that! 😉 I will endeavour to learn everything I can in the area of quantum development using IBM’s resources and its software libraries. Where possible I will share all the links out and you can follow along. My “beginners mind” is set and ready to go ( Shoshin) .
Is this your brand?
The exact fixes for Andrew Penrose
Which AI engines already crawl you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/development-ie
Cite this score: Engagemii (2026). "AEO Score for Andrew Penrose." Retrieved from https://engagemii.com/aeo/brands/development-ie
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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