AI Visibility Scorecard
Better Institutions
betterinstitutions.com · Media & Entertainment
Borderline visible. AI bots can crawl Better Institutions, 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 18 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#47,508 of 1,966,289 in Media & Entertainment for AI visibility
22
5
AEO Visibility
iBorderline · 4.9/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Better Institutions
from our crawl and measurement
"Writing on housing, transportation and local government by Shane Phillips, author of The Affordable City." That is how Better Institutions introduces itself. When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
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 18 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Applebot (Siri).
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
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
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Fair
Forum and community discussion.
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, Better Institutions is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What do you think of this "free market" alternative to rent control?
October 7, 2024Zoning reforms, including policies intended to produce deed-restricted affordable housing, serve a different purpose than rent control and other tenant protections.
Studies show rent stabilization has mixed/negative effects on housing supply and affordability. Why do you support it?
September 27, 2024Rent control isn't a housing affordability policy, it's a peace-of-mind policy.
How to build more homes while prioritizing equity in Los Angeles?
May 3, 2021Upzone the Westside and strengthen tenant protections everywhere.
Is this your brand?
The exact fixes for Better Institutions
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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 October 23, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/betterinstitutions
Cite this score: Engagemii (2026). "AEO Score for Better Institutions." Retrieved from https://engagemii.com/aeo/brands/betterinstitutions
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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