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AI Visibility Scorecard
Yash Instrument Company
yashinstruments.com · Education
Somewhat visible. AI bots can read Yash Instrument Company, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#334,295 of 892,110 in Education for AI visibility
5.1
/10
AEO Score
About Yash Instrument Company
from our crawl and measurement
"Manufacturer and exporter of ISO-certified laboratory glassware, borosilicate beakers, burettes, flasks, pipettes and more. Based in Ambala, Haryana, India." That is how Laboratory Glassware Manufacturer in India of Ambala Cantt, Haryana introduces itself. Its AI visibility score is 5.0 out of 10: the engines can find it, but they do not have much to hold on to.
The site gets some of it right: it has structured data on the page (FAQPage, ItemList, WebSite), a sitemap, a readable heading structure. What holds it back is what is absent, including an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
9
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
9
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.1/10, Yash Instrument Company has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Yash Instrument Company
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 Yash Instrument Company.
Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/yashinstruments
Cite this score: Engagemii (2026). "AEO Score for Yash Instrument Company." Retrieved from https://engagemii.com/aeo/brands/yashinstruments
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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