AI Visibility Scorecard
Ideonomy
ideonomy.mit.edu · Nonprofits
Somewhat visible. AI bots can read Ideonomy, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#4,130 of 826,857 in Nonprofits for AI visibility
7
AEO Visibility
iVisible · 6.7/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Ideonomy
from our crawl and measurement
"Ideonomy, the science of ideas: an overview of the project, ongoing related work, and a memorial archive of the original collection compiled by Prof. Whitman Richards and Patrick Gunkel." That is how Ideonomy The Science of Ideas introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.7 out of 10, readable in places and missing in others.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
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
Weak
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
Good
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
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Strong
Social discussion and mentions.
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 6.7/10, Ideonomy has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is Ideonomy?
Ideonomy is, by its shortest definition, the science of ideas. It is the pure and applied study of ideas and their laws, and of the use of those laws to describe, generate, compare, and investigate the ideas related to any subject, problem, or thing.
Is this your brand?
The exact fixes for Ideonomy
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Ideonomy.
Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ideonomy-mit-edu
Cite this score: Engagemii (2026). "AEO Score for Ideonomy." Retrieved from https://engagemii.com/aeo/brands/ideonomy-mit-edu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform