AI Visibility Scorecard
ConsiliumBots
consiliumbots.com · Education
Somewhat visible. AI bots can read ConsiliumBots, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Claude · Meta AI · ChatGPT
#133,444 of 937,379 in Education for AI visibility
6
AEO Visibility
iBorderline · 5.7/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About ConsiliumBots
from our crawl and measurement
"A technology nonprofit using data and AI to help people make better decisions about education, housing, and government benefits across Latin America and the U.S." That is how ConsiliumBots introduces itself. Its AI visibility score is 5.7 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
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 5.7/10, ConsiliumBots has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Why does it matter?
Informational interventions are effective There is scientific evidence that providing relevant information at the right time can make a significant difference in the way people live. For instance: Educational returns can change students trajectory. Jensen, 2010 Informed school choice has positive outcomes. Allende, Gallego & Neilson, 2021 Earnings disclosure impacts college enrollment decisions.
Is this your brand?
The exact fixes for ConsiliumBots
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for ConsiliumBots.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/consiliumbots
Cite this score: Engagemii (2026). "AEO Score for ConsiliumBots." Retrieved from https://engagemii.com/aeo/brands/consiliumbots
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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