AI Visibility Scorecard
MSSU Hackathon
lionhogtech.com · Technology
Somewhat visible. AI bots can read MSSU Hackathon, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Meta AI · Apple Intelligence · Claude
#845,977 of 2,705,581 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
2
AI Adoption
iBasic · 2/100
About MSSU Hackathon
from lionhogtech.com
MSSU Hackathon Menu About Schedule FAQ Workshop Winners Sponsors LionHogTech October 17 & 18, 2025 Register Now!
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
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
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
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 5.1/10, MSSU Hackathon has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is a Hackathon?
A hackathon is an invention marathon where students come together to learn, build, and share their creations—usually over 24–36 hours. It's open to anyone interested in technology, not just programmers.
Who can participate?
Anyone! Our hackathon welcome students from all backgrounds—whether you're a developer, designer, writer, or just curious to learn and collaborate.
What do students gain from participating?
Students develop both technical and soft skills, build projects from scratch, gain industry mentorship, and often end the weekend with a portfolio-worthy product. Some projects may even become full startups.
What makes hackathons unique for learning?
Hackathons provide self-directed, hands-on learning. Students are motivated by curiosity and creativity, learning to solve real-world problems as they arise, often working through the night to finish their ideas.
Are hackathons competitive?
Yes—but they’re friendly competitions. Students present their projects to judges for prizes, but the focus remains on learning, innovation, and collaboration.
Is this your brand?
The exact fixes for MSSU Hackathon
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.
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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/lionhogtech
Cite this score: Engagemii (2026). "AEO Score for MSSU Hackathon." Retrieved from https://engagemii.com/aeo/brands/lionhogtech
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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