AI Visibility Scorecard
Circuit Directory — Your labeling sucks. It doesn't have to.
circuitlabel.com · Home & Living
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.
AI engines read this profile 4 times
Claude · Meta AI · Parallel
#344,146 of 1,378,654 in Home & Living for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Home & Living average 5
Top 7% of Home & Living
See what's behind this score →4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Home & Living average 2. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
Home & Living average 21
See what's behind this score →0
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 4.0 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.
- Company ·
- Circuit Directory — Your labeling sucks. It doesn't have to.
- Website ·
- circuitlabel.com
- Industry ·
- Home & Living
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 1, 2026
The 6 on-page signals AI reads
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
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.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4/10, 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.
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
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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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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