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AI Visibility Scorecard

Lynne Russo for NC House

Lynne Russo for NC House

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russo4nc.com · Education

Borderline visible. AI bots can crawl Lynne Russo for NC House, 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

#721,772 of 873,971 in Education for AI visibility

3.5

/10

AEO Score

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About Lynne Russo for NC House

from our crawl and measurement

Lynne Russo for NC House describes itself simply: "Lynne Russo is running for NC House District 117 to lead Hurricane Helene recovery, lower costs for families, strengthen public schools, and give Western North Carolina a...." When AI engines look at it, they find little to work with. It scores 3.3 out of 10.

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

Industry · Education
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

Clear headings and answer-style content.

Entity Clarity

5

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

6

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

AI Discoverability

5

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 3.5/10, Lynne Russo for NC House is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Lynne Russo for NC House: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/russo4nc

Cite this score: Engagemii (2026). "AEO Score for Lynne Russo for NC House." Retrieved from https://engagemii.com/aeo/brands/russo4nc

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

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