AI Visibility Scorecard
johnforfmwd.com
johnforfmwd.com · Government & Public Sector
Borderline visible. AI bots can crawl johnforfmwd.com, 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
#86,225 of 123,744 in Government & Public Sector 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 johnforfmwd.com
from our crawl and measurement
"John Vrsalovich is running for Foothill Municipal Water District Division 2, a professional engineer and water agency senior manager focused on reliable water, Altadena's recovery, and." That is how John Vrsalovich for FMWD Division 2 introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and 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
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
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, johnforfmwd.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Questions for John?
Campaign email: [email protected] LinkedIn: John Vrsalovich, P.E.
Is this your brand?
The exact fixes for johnforfmwd.com
Which AI engines already crawl you
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnforfmwd
Cite this score: Engagemii (2026). "AEO Score for johnforfmwd.com." Retrieved from https://engagemii.com/aeo/brands/johnforfmwd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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