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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 1 times
Claude
#715,575 of 930,695 in Education for AI visibility
4
AEO Visibility
iNear-invisible · 3.7/10
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 3.5 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 once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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
0
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 3.7/10, 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 August 8, 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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