AI Visibility Scorecard
The Hack Day Manifesto
hackdaymanifesto.com · Technology
Borderline visible. AI bots can crawl The Hack Day Manifesto, 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 12 times
Claude · Meta AI · Perplexity
#566,735 of 2,706,132 in Technology for AI visibility
3
AI Naming Predictability
iRarely named · 3/100
More likely to be named than 85% of Technology companies
5
AEO Visibility
iBorderline · 4.7/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About The Hack Day Manifesto
from our crawl and measurement
The Hack Day Manifesto is a business whose own site puts it this way: "The Hack Day Manifesto So you're organising a hack day or hackathon?." When AI engines look at it, they find little to work with. It scores 4.7 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
Weak
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
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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Good
Forum and community discussion.
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 4.7/10, The Hack Day Manifesto is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Weekend or Not?
Most hack days are held at the weekend as this allows people to attend without taking time off work. If you are planning a hack day that begins on a Friday, remember that this may limit the number of people willing to travel after work.
What are you after?
Have some idea what counts as success, but don't be too tight: people will surprise you! Some hack days are specifically focused on one language or tool, others on a theme, while others are meant for a particular open source project or problem that needs solving. The point of the event will inform how you do marketing, judging and many other aspects of the event.
Is this your brand?
The exact fixes for The Hack Day Manifesto
Which AI engines already crawl you
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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 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hackdaymanifesto
Cite this score: Engagemii (2026). "AEO Score for The Hack Day Manifesto." Retrieved from https://engagemii.com/aeo/brands/hackdaymanifesto
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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