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AI Visibility Scorecard
Dr. Pan for Congress
drrichardpan.com · Healthcare
Somewhat visible. AI bots can read Dr. Pan for Congress, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Claude · Apple Intelligence · Meta AI
#43,184 of 859,437 in Healthcare for AI visibility
6
AEO Visibility
iVisible · 6.1/10
15
Muse Index Score
iAI agent readiness
Basic · 15/100
0
AI Adoption
iNone detected · 0/100
About Dr. Pan for Congress
from our crawl and measurement
Dr. Pan for Congress describes itself simply: "Learn about Dr. Richard Pan's campaign priorities including healthcare, public health, and family support in California. Support his efforts for affordable healthcare and community safety." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
8
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 6.1/10, Dr. Pan for Congress has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Dr. Pan for Congress
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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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/drrichardpan
Cite this score: Engagemii (2026). "AEO Score for Dr. Pan for Congress." Retrieved from https://engagemii.com/aeo/brands/drrichardpan
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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