AI Visibility Scorecard
Welcome to the World Prison Brief
prisonstudies.org · Education
Somewhat visible. AI bots can read Welcome to the World Prison Brief, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 22 times
Meta AI · Claude · Apple Intelligence
#24,273 of 937,393 in Education for AI visibility
7
AEO Visibility
iVisible · 6.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Welcome to the World Prison Brief
from our crawl and measurement
"It is a unique resource, which supports evidence-based development of prison policy and practice globally." That is how Welcome to the World Prison Brief introduces itself. Its AI visibility score is 6.5 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Good
Press and news coverage.
Community
Weak
No community discussion yet.
Social Mentions
Good
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 6.5/10, Welcome to the World Prison Brief has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Can you donate to support the WPB?
We receive no external funding for our work in sourcing and compiling prison populations data, hosting the WPB website and keeping it regularly updated with the most recent information available.
Is this your brand?
The exact fixes for Welcome to the World Prison Brief
Which AI engines already crawl you
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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.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/prisonstudies-org
Cite this score: Engagemii (2026). "AEO Score for Welcome to the World Prison Brief." Retrieved from https://engagemii.com/aeo/brands/prisonstudies-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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