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AI Visibility Scorecard
Nancy Roecker for Nevada Assembly District 12
nancyfornevada.com · Education
Somewhat visible. AI bots can read Nancy Roecker for Nevada Assembly District 12, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Apple Intelligence · Meta AI · Claude
#136,117 of 897,848 in Education for AI visibility
6
AEO Visibility
iBorderline · 5.8/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About Nancy Roecker for Nevada Assembly District 12
from our crawl and measurement
"Nancy Nan Roecker is the Republican candidate for Nevada State Assembly District 12 in 2026, representing Calico Ridge, Henderson, Lake Las Vegas, and Sunrise Manor in Clark County." That is how Nancy Roecker for Nevada Assembly District 12 introduces itself. Its AI visibility score is 5.8 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Person, Organization, PoliticalCandidate), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
8
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
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
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 5.8/10, Nancy Roecker for Nevada Assembly District 12 has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Nancy Roecker for Nevada Assembly District 12
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/nancyfornevada
Cite this score: Engagemii (2026). "AEO Score for Nancy Roecker for Nevada Assembly District 12." Retrieved from https://engagemii.com/aeo/brands/nancyfornevada
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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