AI Visibility Scorecard
Intelligent Machine Guild
intelligentmachineguild.com · Membership Organizations
Somewhat visible. AI bots can read Intelligent Machine Guild, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Meta AI · Claude · Apple Intelligence · ChatGPT
#6,105 of 92,889 in Membership Organizations for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About Intelligent Machine Guild
from our crawl and measurement
"The Intelligent Machine Guild is a global center for advancing the craft of building intelligent machines through standards development, industry collaboration, education, and...." That is how Intelligent Machine Guild of Half Moon Bay, CA introduces itself. Its AI visibility score is 5.9 out of 10: the engines can find it, but they do not have much to hold on to.
The site does the on-page work well, with structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models, a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
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 5.9/10, Intelligent Machine Guild has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Intelligent Machine Guild
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/intelligentmachineguild
Cite this score: Engagemii (2026). "AEO Score for Intelligent Machine Guild." Retrieved from https://engagemii.com/aeo/brands/intelligentmachineguild
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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