AI Visibility Scorecard
hackstupid.com · Media & Entertainment
Somewhat visible. AI bots can read Stupid Shit No One Needs And Terrible Ideas Hackathon Toronto, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Meta AI · Claude · ShapBot
#425,514 of 1,966,627 in Media & Entertainment for AI visibility
5
AEO Visibility
iBorderline · 5.3/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Stupid Shit No One Needs And Terrible Ideas Hackathon Toronto is a business whose own site puts it this way: "Contact Twitter Stupid Shit No One Needs And Terrible Ideas Hackathon Toronto A hackathon dedicated to creating things that have absolutely no value, hosted by the Centre for Social." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure. It is passable on partial sitemap and link coverage. What holds it back is structured data describing the business, a clearly stated business identity, credibility markers like credentials or reviews and the technical files AI engines look for, such as llms.txt or an open robots.txt.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
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
Weak
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.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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.
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 5.3/10, Stupid Shit No One Needs And Terrible Ideas Hackathon Toronto has a working base to build on - fixable, and the signals above are where to start.
HOW TO PARTICIPATE?
Come with a team or meet new people to create a stupid, terrible idea that nobody needs! At the end of the day everyone will present their stupid terrible nonsense off at our Stupid Job Fair. You can buy a ticket to participate in the hackathon and present your project OR if you'd just like to be very very very impressed, come to watch the presentations at the Stupid Job Fair. Bring your friends!
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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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hackstupid
Cite this score: Engagemii (2026). "AEO Score for Stupid Shit No One Needs And Terrible Ideas Hackathon Toronto." Retrieved from https://engagemii.com/aeo/brands/hackstupid
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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