AI Visibility Scorecard
RQC
refractoryqualitycontrol.com · Home & Living
Borderline visible. AI bots can crawl RQC, 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 5 times
Claude · Meta AI · ChatGPT
#801,678 of 1,375,150 in Home & Living for AI visibility
4
AEO Visibility
iBorderline · 4.4/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About RQC
from our crawl and measurement
RQC describes itself simply: "Founder Loren Angel - has quoted, and been project manager, for TIU shutdowns as large as $4,500,00 and utilizing as many as 220 tradesmen." When AI engines look at it, they find little to work with. It scores 4.4 out of 10.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 4.4/10, RQC is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
WHY ARE TIU'S SO COSTLY?
Worked on a very limited schedule, are more complicated, costly, and time consuming than was originally planned. Materials and installation do not measure up - one of the reasons the "oil in" date is not met is refractory (one of the last items on the bar charts).
Is this your brand?
The exact fixes for RQC
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for RQC.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/refractoryqualitycontrol
Cite this score: Engagemii (2026). "AEO Score for RQC." Retrieved from https://engagemii.com/aeo/brands/refractoryqualitycontrol
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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