#1,841,663 OF 2,704,172 IN TECHNOLOGY
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AI Visibility Scorecard
engineering-i
engineeringi.net · Technology
Borderline visible. AI bots can crawl engineering-i, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,841,663 of 2,704,172 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.9/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About engineering-i
from our crawl and measurement
engineering-i Engineering solutions to our Planet's challenges works in Technology. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 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.
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
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 3.9/10, engineering-i is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What's the benefit for me?
Student Discover modern engineering careers. Parent See future-proof careers for your child. Teacher Bring real, high‑tech engineering into your classroom. Company Showcase your engineering to the nation. Sector Make your discipline visible and understood. Region Showcase your region as a high-tech hub.
Why does engineering need a national showcase?
Engineering creates the systems, technologies and products that improve life every day - long after films, music or trends fade. Yet its image has diminished, and much of its work has become invisible. Why that happened has been the subject of two decades of research by the UK Government and various respected engineering institutions.
Is this your brand?
The exact fixes for engineering-i
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for engineering-i.
Source & Attribution
Scored by Engagemii on September 25, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/engineeringi-net
Cite this score: Engagemii (2026). "AEO Score for engineering-i." Retrieved from https://engagemii.com/aeo/brands/engineeringi-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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