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AI Visibility Scorecard
Tonghua Lighting
lightingcalculate.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Tonghua Lighting, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#75,319 of 238,849 in Manufacturing & Industrial for AI visibility
5.1
/10
AEO Score
About Tonghua Lighting
from our crawl and measurement
LightingCalculate is a business whose own site puts it this way: "Professional LED lighting manufacturer serving global B2B clients with IES-standard solutions." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places, missing in others.
Our crawl found structured data on the page (Organization, WebPage, FAQPage), a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
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 5.1/10, Tonghua Lighting has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Tonghua Lighting
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lightingcalculate
Cite this score: Engagemii (2026). "AEO Score for Tonghua Lighting." Retrieved from https://engagemii.com/aeo/brands/lightingcalculate
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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