AI Visibility Scorecard
Back to Willowbrook: The Slow Winning and Fast Losing of Disability Rights in America
returnfromwillowbrook.com · Media & Entertainment
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.
AI engines read this profile 4 times
Claude · Meta AI · ShapBot
#1,516,601 of 1,966,318 in Media & Entertainment for AI visibility
3
AI Naming Predictability
iRarely named · 3/100
Media & Entertainment average 17
Top 67% of Media & Entertainment
See what's behind this score →4
AEO Visibility
iNear-invisible · 3.6/10
Media & Entertainment average 4.2
See what's behind this score →-
Network Authority
iNot connected yet
Media & Entertainment average 0.0
0 relationships · Media & Entertainment average 3
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Media & Entertainment average 15
See what's behind this score →0
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.
- Company ·
- Back to Willowbrook: The Slow Winning and Fast Losing of Disability Rights in America
- Website ·
- returnfromwillowbrook.com
- Industry ·
- Media & Entertainment
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 2, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
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 read your site and name it in answers. 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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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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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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