AI Visibility Scorecard
Leaf Hacks '26
leafhacks.com · Education
Borderline visible. AI bots can crawl Leaf Hacks '26, 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 2 times
Claude
#725,289 of 937,395 in Education for AI visibility
4
AI Naming Predictability
iRarely named · 4/100
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 Leaf Hacks '26
from our crawl and measurement
"A Sixth Form & College hackathon co-organised by Leaf Pathways and HackUK. 12 hours. 100 hackers. 4 July 2026, Victoria London." That is how Leaf Hacks '26 introduces itself. 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.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
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
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
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, Leaf Hacks '26 is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What to Expect.?
About Leaf HacksCo-organised with HackUK, we bring together the most ambitious students to tackle real-world challenges through raw creativity and technical grit.Collaborate & BuildWorking in small teams of 1–4 people, you will scope a problem based on a theme, develop an innovative solution, and build a prototype.Development CycleGain hands-on experience across the entire product development cycle before presenting.
Is this your brand?
The exact fixes for Leaf Hacks '26
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 Leaf Hacks '26.
Source & Attribution
Scored by Engagemii on October 19, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/leafhacks
Cite this score: Engagemii (2026). "AEO Score for Leaf Hacks '26." Retrieved from https://engagemii.com/aeo/brands/leafhacks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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