#4,189 OF 261,052 IN MANUFACTURING & INDUSTRIAL
SCORE HISTORY BEGINS 2026-07-09
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AI Visibility Scorecard
Thorlabs Lens Systems
jmloptical.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Thorlabs Lens Systems, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Meta AI · Claude · Apple Intelligence
#4,189 of 261,052 in Manufacturing & Industrial for AI visibility
6
AEO Visibility
iVisible · 6.4/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Thorlabs Lens Systems
from our crawl and measurement
Thorlabs Lens Systems is a ROCHESTER, NY business whose own site puts it this way: "TLS works with and supports customers through a collaborative partnership model to provide precision engineered custom optical glass solutions." Its AI visibility score is 6.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
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
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
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 6.4/10, Thorlabs Lens Systems has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Thorlabs Lens Systems
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/jmloptical
Cite this score: Engagemii (2026). "AEO Score for Thorlabs Lens Systems." Retrieved from https://engagemii.com/aeo/brands/jmloptical
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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