AI Visibility Scorecard
danmcnew.com · Government & Public Sector
Borderline visible. AI bots can crawl Dan McNew for City Council Place 4, 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
#112,828 of 124,496 in Government & Public Sector for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Government & Public Sector average 14
Top 77% of Government & Public Sector
See what's behind this score →4
AEO Visibility
iNear-invisible · 3.5/10
Government & Public Sector average 4.1
See what's behind this score →-
Network Authority
iNot connected yet
Government & Public Sector average 0.0
0 relationships · Government & Public Sector average 2
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Government & Public Sector average 10
See what's behind this score →0
from our crawl and measurement
"Dan McNew is running for City Council Place 4 in The Colony. Learn more and join the campaign." That is how Dan McNew for City Council Place 4 introduces itself. When AI engines look at it, they find little to work with. It scores 3.5 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.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Fair
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.5/10, Dan McNew for City Council Place 4 is crawlable but under-signaled - fixable, and the signals above are where to start.
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/danmcnew
Cite this score: Engagemii (2026). "AEO Score for Dan McNew for City Council Place 4." Retrieved from https://engagemii.com/aeo/brands/danmcnew
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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