AI Visibility Scorecard
lactbotball.com · Technology
At 1.55/10, LACT Botball 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, Backlinks and Domain Trust. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude
Top 50% in Technology for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Technology average 28
Top 49% of Technology
See what's behind this score →1.55
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Technology average 17
See what's behind this score →0
from our crawl and measurement
"LACT Botball Home (current) Historical Results 2024 2023 2019 and Older Contact Los Altos Botball Community Teams Established in 2002 What is Botball?" That is how LACT Botball introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.55 out of 10.
The site gets some of it right: it has substantial page content. What holds it back is what is absent, including structured data describing the business, an llms.txt file, a sitemap.
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
Fair
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 1.55/10, LACT Botball is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
What is Botball?
Overview Botball is a highly technical robotics competition between teams composed of mostly high schoolers and some middle schoolers. The Los Altos Community Botball (LACT) teams are composed of students ranging from 6th through 12th grade. Each team has a couple of senior members who are captain of the team, and then a mix of rookies and slightly more experienced people.
Why Botball?
Hands-On Experience Learn to program in C and build several autonomous robots using a variety of sensors, motors, metal, and LEGO. Teamwork Work on a team of roughly 10 members which lead by older and more experienced captains. Friendly Competition Compete in a student-driven competition that rewards hard-work while preserving the benefits of helping others.
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/lactbotball
Cite this score: Engagemii (2026). "AEO Score for LACT Botball." Retrieved from https://engagemii.com/aeo/brands/lactbotball
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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