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AI Visibility Scorecard

Wayne Farrin for State Rep

Name: Wayne Farrin for State Rep - AI Visibility Score
Creator: Engagemii
Published: 2026-08-01T13:56:56.939Z
License: https://creativecommons.org/licenses/by/4.0/

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waynefarrin.com · Nonprofits

Borderline visible. AI bots can crawl Wayne Farrin for State Rep, 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.

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Monitoring for AI engine activity

In the Engagemii AEO index

#551,626 of 629,095 in Nonprofits for AI visibility

3.3

/10

AEO Score

About Wayne Farrin for State Rep

from our crawl and measurement

Wayne Farrin for State Rep describes itself simply: "After high school, I spent 11 years as a Marine Engineer working on cargo ships, oil tankers, and passenger vessels." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.3 out of 10.

Under the hood there is structured data on the page (WebSite) and a sitemap and a readable heading structure, but the score is capped by what is missing: an llms.txt file.

Industry · Nonprofits

Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Clear headings and answer-style content.

Entity Clarity

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Experience, Expertise, Authority, Trust markers.

Technical AEO

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

No inbound links found yet.

Domain Trust

Little domain authority yet.

Entity Presence

Not in AI knowledge graphs yet.

News Mentions

No press coverage found yet.

Community

No community discussion yet.

No Reddit mentions 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 3.3/10, Wayne Farrin for State Rep is crawlable but under-signaled - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

Picked for Wayne Farrin for State Rep: Nonprofits & Giving

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Source & Attribution

Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/waynefarrin

Cite this score: Engagemii (2026). "AEO Score for Wayne Farrin for State Rep." Retrieved from https://engagemii.com/aeo/brands/waynefarrin

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.