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AI Visibility Scorecard
Circuit Directory — Your labeling sucks. It doesn't have to.
circuitlabel.com · Technology
Borderline visible. AI bots can crawl Circuit Directory — Your labeling sucks. It doesn't have to., 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
#1,550,819 of 2,810,206 in Technology for AI visibility
4.5
/10
AEO Score
About Circuit Directory — Your labeling sucks. It doesn't have to.
from our crawl and measurement
"Circuit Directory turns your electrical panel into a scannable QR code directory. Document every breaker with photos, descriptions, and instant access for homeowners,...." That is how Circuit Directory — Your labeling sucks. It doesn't have to. introduces itself. When AI engines look at it, they find little to work with. It scores 4.5 out of 10.
The site gets some of it right: it has structured data on the page (Organization), a readable heading structure, substantial page content. What holds it back is what is absent, including an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
9
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
9
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 4.5/10, Circuit Directory — Your labeling sucks. It doesn't have to. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Circuit Directory — Your labeling sucks. It doesn't have to.
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
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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/circuitlabel
Cite this score: Engagemii (2026). "AEO Score for Circuit Directory — Your labeling sucks. It doesn't have to.." Retrieved from https://engagemii.com/aeo/brands/circuitlabel
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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