#374,204 OF 935,707 IN EDUCATION
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AI Visibility Scorecard
Subthesis
getirbready.com · Education
Borderline visible. AI bots can crawl Subthesis, 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 1 times
Claude
#374,204 of 935,707 in Education for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About Subthesis
from our crawl and measurement
IRB Ready Navigate IRB Approval From Protocol to Clearance is a business whose own site puts it this way: "Independent, free educational resource for researchers preparing IRB applications. Plain-language guides to 45 CFR 46, review categories, protocol writing, and consent forms, not." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
Our crawl found structured data on the page (Organization, WebSite, WebPage), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
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 4.9/10, Subthesis is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Not sure if you need IRB review?
Answer a short series of questions grounded in 45 CFR 46 to see whether your project likely needs no review, exempt, expedited, or full board review — before you spend weeks writing a protocol. Start the decision tool
Designing your study?
IRB Ready teaches you the compliance process. For study design, sampling, and methodology support, pair it with the broader research toolset. Subthesis research tools
Is this your brand?
The exact fixes for Subthesis
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 September 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/getirbready
Cite this score: Engagemii (2026). "AEO Score for Subthesis." Retrieved from https://engagemii.com/aeo/brands/getirbready
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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