▲ 1.1 since Jul 2026
#1,927,159 OF 2,693,567 IN TECHNOLOGY
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AI Visibility Scorecard
Ian McInerney
ism.engineer · Technology
Borderline visible. AI bots can crawl Ian McInerney, 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
#1,927,159 of 2,693,567 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.7/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Ian McInerney
from ism.engineer
Software Presentations Technotes Ian McInerney Research software engineer, Vibration UTC at Imperial College London Email Google Scholar Arxiv ORCID dblp Zotero LinkedIn Github Gitlab Mastodon I am a Research Software Engineer in the Vibration University Technology Centre (Vibration UTC) and the Dynamics research group in the Department of Mechanical Engineering at Imperial College London.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
2
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
2
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 3.7/10, Ian McInerney is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ian McInerney
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ism-engineer
Cite this score: Engagemii (2026). "AEO Score for Ian McInerney." Retrieved from https://engagemii.com/aeo/brands/ism-engineer
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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