AI Visibility Scorecard
John Yi for California State Assembly District 54
johnforassembly.com · Nonprofits
Borderline visible. AI bots can crawl John Yi for California State Assembly District 54, 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
#581,975 of 826,760 in Nonprofits for AI visibility
4
AEO Visibility
iBorderline · 4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About John Yi for California State Assembly District 54
from our crawl and measurement
John Yi for California State Assembly District 54 works in Nonprofits, based in Encino, CA. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
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
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
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 4/10, John Yi for California State Assembly District 54 is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
have our lives GOTTEN BETTER?
Our district is changing. We’re ground zero for renter evictions and luxury apartments, while sidewalks and infrastructure stay disinvested and unsafe. Our children grow up with higher rates of lung disease as we experience more annual extreme heat days. The gap between the rich and poor continues to widen.
Is this your brand?
The exact fixes for John Yi for California State Assembly District 54
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 August 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnforassembly
Cite this score: Engagemii (2026). "AEO Score for John Yi for California State Assembly District 54." Retrieved from https://engagemii.com/aeo/brands/johnforassembly
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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