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AI Visibility Scorecard
SHIELD Voter Guide
shieldvoterguide.com · Health & Wellness
Borderline visible. AI bots can crawl SHIELD Voter Guide, 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
#344,749 of 435,644 in Health & Wellness for AI visibility
3.6
/10
AEO Score
About SHIELD Voter Guide
from our crawl and measurement
"SHIELD Voter Guide provides public safety-based recommendations for the 2026 Clackamas County Primary Election." That is how SHIELD Voter Guide introduces itself. When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
The site gets some of it right: it has substantial page content. What holds it back is what is absent, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.6/10, SHIELD Voter Guide is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for SHIELD Voter Guide
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Trust Is the Product. AI Is How You Build It at Scale.
In health and wellness, you're not just selling a product. You're asking someone to trust you with their body.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/shieldvoterguide
Cite this score: Engagemii (2026). "AEO Score for SHIELD Voter Guide." Retrieved from https://engagemii.com/aeo/brands/shieldvoterguide
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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