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AI Visibility Scorecard
Laboratory Glass Apparatus, Inc
lgaglass.com · Media & Entertainment
Borderline visible. AI bots can crawl Laboratory Glass Apparatus, Inc, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,498,925 of 1,898,195 in Media & Entertainment for AI visibility
3.5
/10
AEO Score
About Laboratory Glass Apparatus, Inc
from our crawl and measurement
Laboratory Glass Apparatus, Custom Glass Blowing Services, Bay Area, California. is a Berkeley, CA business whose own site puts it this way: "Laboratory Glass Apparatus providing glass blowing services, algae photobioreactor, algae bioreactor, Skin Permeation Systems to chemists, scientists, and researchers in the various fields." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.3 out of 10.
Our crawl found structured data on the page (WebSite, Organization). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
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 Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 3.5/10, Laboratory Glass Apparatus, Inc is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Laboratory Glass Apparatus, Inc
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.
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Source & Attribution
Scored by Engagemii on August 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lgaglass
Cite this score: Engagemii (2026). "AEO Score for Laboratory Glass Apparatus, Inc." Retrieved from https://engagemii.com/aeo/brands/lgaglass
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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