AI Visibility Scorecard
Geoff Huston
potaroo.net · Technology
Somewhat visible. AI bots can read Geoff Huston, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Claude · ChatGPT · Meta AI · Apple Intelligence
#846,335 of 2,707,167 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Geoff Huston
from our crawl and measurement
Geoff Huston is a business whose own site puts it this way: "Here's a few topics that were presented at IETF 126." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.2 out of 10, readable in places, missing in others.
What holds it back is structured data describing the business, an llms.txt file, a sitemap, the first things an answer engine looks for.
AI crawlers have visited the site 4 times in our tracking, so the engines are already looking.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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
Strong
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 5.1/10, Geoff Huston has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Geoff Huston
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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 August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/potaroo-net
Cite this score: Engagemii (2026). "AEO Score for Geoff Huston." Retrieved from https://engagemii.com/aeo/brands/potaroo-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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