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AI Visibility Scorecard
mjs lighting consultants
mjslight.com · Professional Services
At 2.1/10, mjs lighting consultants is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#457,626 of 480,319 in Professional Services for AI visibility
2.1
/10
AEO Score
About mjs lighting consultants
from our crawl and measurement
mjs lighting consultants is in our directory. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.0 out of 10.
On the page itself the strengths are clear: crawler access and the files AI engines look for. It is passable on partial sitemap and link coverage. What holds it back is a clearly stated business identity, structured data describing the business, a heading structure that lays out what it offers and credibility markers like credentials or reviews.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
0
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
1
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
0
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
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 2.1/10, mjs lighting consultants is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for mjs lighting consultants
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on June 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mjslight
Cite this score: Engagemii (2026). "AEO Score for mjs lighting consultants." Retrieved from https://engagemii.com/aeo/brands/mjslight
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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