AI Visibility Scorecard
Linghang Glass Beads
hebeiglass.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Linghang Glass Beads, 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 1 times
ShapBot
#72,963 of 270,214 in Manufacturing & Industrial for AI visibility
4
AI Naming Predictability
iRarely named · 4/100
Manufacturing & Industrial average 14
Top 79% of Manufacturing & Industrial
See what's behind this score →4
AEO Visibility
iBorderline · 4/10
Manufacturing & Industrial average 4.0
See what's behind this score →-
Network Authority
iNot connected yet
Manufacturing & Industrial average 0.0
0 relationships · Manufacturing & Industrial average 2
See what's behind this score →55
Muse Index Score
iAI agent readiness
Agent-ready · 55/100
Manufacturing & Industrial average 18
See what's behind this score →0
About Linghang Glass Beads
from our crawl and measurement
"Linghang supplies solid glass beads for road marking, coatings, road marking paint, grinding and surface preparation. Request specifications and samples." That is how Solid Glass Beads Manufacturer of Langfang City, Hebei introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (Corporation, Organization, WebSite), an llms.txt file for AI models and a sitemap.
- Company ·
- Linghang Glass Beads
- Website ·
- hebeiglass.com
- Industry ·
- Manufacturing & Industrial
- Location ·
- Langfang City, Hebei
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 2, 2026
The 6 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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 read your site and name it in answers. At 4/10, Linghang Glass Beads is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Buy Direct from Linghang?
We are the manufacturer — no middlemen, factory-direct pricing. 200+ employees, consistent quality with batch-testable specifications (R.I., RL, particle size). Custom mesh grades welcome — send us your application, size and specification requirements. Request Specifications Request a Quotation Tell us your requirement — we reply within 24 hours.
Is this your brand?
The exact fixes for Linghang Glass Beads
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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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 October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hebeiglass
Cite this score: Engagemii (2026). "AEO Score for Linghang Glass Beads." Retrieved from https://engagemii.com/aeo/brands/hebeiglass
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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