AI Visibility Scorecard
q3FS
q3fs.com · Home & Living
Somewhat visible. AI bots can read q3FS, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Meta AI · Apple Intelligence · Claude
#117,123 of 1,373,970 in Home & Living for AI visibility
6
AEO Visibility
iBorderline · 5.8/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About q3FS
from our crawl and measurement
q3FS is a business whose own site puts it this way: "q3FS - Commercial LED lighting and electrical contractor | Full-service design, installation, service, and maintenance." Its AI visibility score is 5.8 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic), Meta AI and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.8/10, q3FS has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for q3FS
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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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/q3fs
Cite this score: Engagemii (2026). "AEO Score for q3FS." Retrieved from https://engagemii.com/aeo/brands/q3fs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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