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AI Visibility Scorecard

Elizabeth Nelson

Elizabeth Nelson

Unclaimed
⚠ Identity mismatch

a2council.com · Government & Public Sector

Borderline visible. AI bots can crawl Elizabeth Nelson, 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

#62,386 of 112,691 in Government & Public Sector for AI visibility

5

AEO Visibility

i

Borderline · 4.5/10

40

Muse Index Score

i

AI agent readiness

Agent-ready · 40/100

0

AI Adoption

i

None detected · 0/100

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About Elizabeth Nelson

from our crawl and measurement

"For each Ann Arbor City Council meeting, I have written summaries of agenda items, along with Legistar links, articles I’ve written, and articles published on MLive." That is how Ann Arbor City Council Meeting Summaries introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 out of 10.

Our crawl found structured data on the page (Person, Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.

Industry · Government & Public Sector
Last scored · Sep 16, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

9

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

2

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

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

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 4.5/10, Elizabeth Nelson is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Elizabeth Nelson: How-To

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 September 16, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/a2council

Cite this score: Engagemii (2026). "AEO Score for Elizabeth Nelson." Retrieved from https://engagemii.com/aeo/brands/a2council

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

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