AI Visibility Scorecard
Honest Education Alliance
honesteducationalliance.com · Education
Borderline visible. AI bots can crawl Honest Education Alliance, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 7 times
Meta AI · Claude · ChatGPT
#462,819 of 937,045 in Education for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Honest Education Alliance
from our crawl and measurement
Honest Education Alliance Honest Testing for American Schools is a business whose own site puts it this way: "Every parent deserves to know what their child knows and when they know it. The Honest Education Alliance informs the public and promotes honest educational testing." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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 4.7/10, Honest Education Alliance is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is the Honest Education Alliance?
We are an advocacy organization founded in 2025 by Dr. John Jacob Cannell, MD—the physician who documented
Is this your brand?
The exact fixes for Honest Education Alliance
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.
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Source & Attribution
Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/honesteducationalliance
Cite this score: Engagemii (2026). "AEO Score for Honest Education Alliance." Retrieved from https://engagemii.com/aeo/brands/honesteducationalliance
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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