#186,924 OF 921,019 IN EDUCATION
SCORE HISTORY BEGINS 2026-08-02
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AI Visibility Scorecard
NUSMods
nusmods.com · Education
Somewhat visible. AI bots can read NUSMods, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 12 times
Claude · Meta AI · Apple Intelligence · Amazon Alexa
#186,924 of 921,019 in Education for AI visibility
6
AEO Visibility
iBorderline · 5.6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About NUSMods
from our crawl and measurement
NUSMods describes itself simply: "NUSMods is a timetable builder and knowledge platform, providing students with a better way to plan their school timetable and useful module-related information that are community-driven." Its AI visibility score is 5.6 out of 10: the engines can find it, but they do not have much to hold on to.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 11 times in our tracking, including Applebot (Siri), ClaudeBot (Anthropic) and AmazonBot (Alexa AI).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
2
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
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
6
Social discussion and mentions.
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 5.6/10, NUSMods has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for NUSMods
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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/nusmods
Cite this score: Engagemii (2026). "AEO Score for NUSMods." Retrieved from https://engagemii.com/aeo/brands/nusmods
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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