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AI Visibility Scorecard
Light Measurement, Specialty Light Sources & LED Signage
internationallight.com · Media & Entertainment
Somewhat visible. AI bots can read Light Measurement, Specialty Light Sources & LED Signage, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#197,032 of 1,889,714 in Media & Entertainment for AI visibility
5.9
/10
AEO Score
About Light Measurement, Specialty Light Sources & LED Signage
from our crawl and measurement
Light Measurement, Specialty Light Sources & LED Signage, based in Peabody, MA, describes itself simply: "ILT offers the highest quality lighting and light measurement products, specialty light sources, LED signage, calibrations and custom LED products." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places, missing in others.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
6
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
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
4
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
1
Social discussion and mentions.
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 5.9/10, Light Measurement, Specialty Light Sources & LED Signage has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Light Measurement, Specialty Light Sources & LED Signage
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 May 27, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/internationallight
Cite this score: Engagemii (2026). "AEO Score for Light Measurement, Specialty Light Sources & LED Signage." Retrieved from https://engagemii.com/aeo/brands/internationallight
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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