AI Visibility Scorecard
collier4texas.com · Nonprofits
At 2.17/10, Dewey Collier for Texas House District 5 is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Trust and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
Top 25% in Nonprofits for AI visibility
3
2.17
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Nonprofits average 2. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Basic · 30/100
Nonprofits average 14
See what's behind this score →0
from our crawl and measurement
Dewey Collier for Texas House District 5 is a Talco, TX business whose own site puts it this way: "Dewey Collier explains the standard that governs his service, rooted in the Soldier’s Creed, constitutional limits, accountability, and duty to the People, not political power." When AI engines look at it, they find little to work with. It scores 2.17 out of 10.
Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap.
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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
-
Not yet measured.
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 2.17/10, Dewey Collier for Texas House District 5 is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/collier4texas
Cite this score: Engagemii (2026). "AEO Score for Dewey Collier for Texas House District 5." Retrieved from https://engagemii.com/aeo/brands/collier4texas
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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