AI Visibility Scorecard
MQS
generalmqs.com · Manufacturing & Industrial
At 2.8/10, MQS is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#252,631 of 267,993 in Manufacturing & Industrial for AI visibility
3
AEO Visibility
iNear-invisible · 2.8/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About MQS
from generalmqs.com
Home Our Services Production Inspection Supplier Audit Lab Testing Value-Added Engineer Services Product Hardline Softline Electrics & Electronics Industrial Products Resources Sample Report AQL About Us Who Are We Service Coverage Why Us Contact Us LOG INSIGN UP OVER HUNDREDS PROFESSIONAL INSPECTORS Over hundreds Professional inspectors and auditors classified by product expertise!
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
Fair
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 2.8/10, MQS is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MQS
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on August 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/generalmqs
Cite this score: Engagemii (2026). "AEO Score for MQS." Retrieved from https://engagemii.com/aeo/brands/generalmqs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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