AI Visibility Scorecard
QCCM, Inc. Boiler Repair & ReTubes Pittsburgh
qualitycodeconsulting.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl QCCM, Inc. Boiler Repair & ReTubes Pittsburgh, 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 6 times
Apple Intelligence · Meta AI · ChatGPT · Claude
#156,847 of 268,051 in Manufacturing & Industrial for AI visibility
4
AEO Visibility
iBorderline · 4.4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About QCCM, Inc. Boiler Repair & ReTubes Pittsburgh
from our crawl and measurement
"Boiler & pressure vessel fabrictions & repairs. ASME Code. Engineering & Drafting: 724-327-0077." That is how QCCM, Inc. Boiler Repair & ReTubes Pittsburgh of Suite A Export, PA introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT), Applebot (Siri) and ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
Fair
Inbound links from other sites.
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, QCCM, Inc. Boiler Repair & ReTubes Pittsburgh is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for QCCM, Inc. Boiler Repair & ReTubes Pittsburgh
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.
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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/qualitycodeconsulting
Cite this score: Engagemii (2026). "AEO Score for QCCM, Inc. Boiler Repair & ReTubes Pittsburgh." Retrieved from https://engagemii.com/aeo/brands/qualitycodeconsulting
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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