AI Visibility Scorecard
FIRST Australia
ausfirst.org · Education
Somewhat visible. AI bots can read FIRST Australia, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#242,487 of 937,139 in Education for AI visibility
5
AEO Visibility
iBorderline · 5.3/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About FIRST Australia
from our crawl and measurement
"Through a progression of team-based robotics challenges and backed by a global network of mentors, coaches, volunteers, alumni and sponsors, FIRST helps young people discover a passion for." That is how FIRST Australia introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places and missing in others.
The site gets some of it right: it has crawler access and the files AI engines look for, a clear heading structure, sitemaps and entity links AI can follow. What holds it back is what is absent, including structured data describing the business.
Off the page there is almost nothing to corroborate it: almost no other sites link to it, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on. That half of the score is earned elsewhere on the web, not on the site itself.
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
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
Strong
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
Weak
No inbound links found yet.
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.
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 5.3/10, FIRST Australia has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for FIRST Australia
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ausfirst-org
Cite this score: Engagemii (2026). "AEO Score for FIRST Australia." Retrieved from https://engagemii.com/aeo/brands/ausfirst-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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