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AI Visibility Scorecard
Back to Willowbrook: The Slow Winning and Fast Losing of Disability Rights in America
returnfromwillowbrook.com · Education
Borderline visible. AI bots can crawl Back to Willowbrook: The Slow Winning and Fast Losing of Disability Rights in America, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#749,053 of 913,763 in Education for AI visibility
3.6
/10
AEO Score
About Back to Willowbrook: The Slow Winning and Fast Losing of Disability Rights in America
from returnfromwillowbrook.com
The record of American disability rights from the 1881 ugly laws through Willowbrook, Section 504, and the ADA, into the 2026 reversal. By Janna Sweenie and David Boles.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.6/10, Back to Willowbrook: The Slow Winning and Fast Losing of Disability Rights in America is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Back to Willowbrook: The Slow Winning and Fast Losing of Disability Rights in America
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/returnfromwillowbrook
Cite this score: Engagemii (2026). "AEO Score for Back to Willowbrook: The Slow Winning and Fast Losing of Disability Rights in America." Retrieved from https://engagemii.com/aeo/brands/returnfromwillowbrook
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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