AI Visibility Scorecard

A new generation of progressive leadership
for all of us...

A new generation of progressive leadership for all of us...

Unclaimed

collinomara.com · Education

AI engines read this profile 10 times

Claude · Meta AI · Apple Intelligence

23

AI Naming Predictability

i

Named occasionally · 23/100

Top 2% of Education

?

AEO Visibility

i

Not scored · -/10

0

Muse Index Score

i

AI agent readiness

Basic · 0/100

0

AI Adoption

i

None detected · 0/100

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About A new generation of progressive leadership for all of us...

from our crawl and measurement

A new generation of progressive leadership for all of us... describes itself simply: "Collin O'Mara is running for Governor to rebuild our schools, create better jobs, and realize a cleaner environment." When AI engines look at it, they find little to work with. It scores 4.1 out of 10.

Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Education
Last scored · Aug 8, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Weak

Clear headings and answer-style content.

Entity Clarity

Weak

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

Weak

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

AI Discoverability

Weak

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

-

Not yet measured.

Domain Authority

-

Not yet measured.

Reference Presence

-

Not yet measured.

News & Press

-

Not yet measured.

Community

-

Not yet measured.

Social Mentions

-

Not yet measured.

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.

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Picked for A new generation of progressive leadership for all of us...: AEO & AI Search

What is AEO? The beginner's guide to Answer Engine Optimization

ChatGPT answered 200 million questions last month. Google's AI Overviews are showing up on millions of searches. Claude is running research for entire teams. The question isn't whether AI will shape how people find information. It already has.

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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/collinomara

Cite this score: Engagemii (2026). "AEO Score for A new generation of progressive leadership for all of us...." Retrieved from https://engagemii.com/aeo/brands/collinomara

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

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