AI Visibility Scorecard
Alumni
cantab.net · Education
Somewhat visible. AI bots can read Alumni, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 11 times
Apple Intelligence · ChatGPT · Claude · Meta AI
#597 of 937,748 in Education for AI visibility
98
AI Naming Predictability
iAI names companies like this often · 98/100
Education average 14
Top 1% of Education
See what's behind this score →7
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Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Education average 13
See what's behind this score →0
About Alumni
from our crawl and measurement
Alumni is a business whose own site puts it this way: "Log in to your Alumni email. This is a free email service for University of Cambridge graduates and former postdocs." Its AI visibility score is 6.6 out of 10: the engines can find it, but they do not have much to hold on to.
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 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
- Company ·
- Alumni
- Website ·
- cantab.net
- Industry ·
- Education
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 1, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Good
Social discussion and mentions.
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 6.6/10, Alumni has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Alumni
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cantab-net
Cite this score: Engagemii (2026). "AEO Score for Alumni." Retrieved from https://engagemii.com/aeo/brands/cantab-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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