AI Visibility Scorecard
frczero.org · Education
At 1.34/10, HOME :: FRC Zero is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude
Top 50% in Education for AI visibility
3
1.34
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →5
0
from our crawl and measurement
HOME :: FRC Zero is a business whose own site puts it this way: "FRC Zero is a knowledge base for students, mentors, and parents of FIRST Robotics Competition teams." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.34 out of 10.
On the page itself the strengths are clear: a clear heading structure. It is passable on basic crawler access and partial sitemap and link coverage. What holds it back is a clearly stated business identity, credibility markers like credentials or reviews and structured data describing the business.
Off the page, almost no other sites link to it, the domain does not yet read as established, 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.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 1.34/10, HOME :: FRC Zero is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
What’s FRC Zero and How Can I Learn More About It?
FRC Zero is a knowledge base for students, mentors, and parents of FIRST Robotics Competition teams. The goal of FRC Zero is to provide a single source of information for all things FIRST Robotics Competition. This includes information on the game, the rules, the robot, and the competition and even important notices (See above). There are lessons, troubleshooting and hardware teardowns.
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The exact fixes for HOME :: FRC Zero
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ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/frczero-org
Cite this score: Engagemii (2026). "AEO Score for HOME :: FRC Zero." Retrieved from https://engagemii.com/aeo/brands/frczero-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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