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AI Visibility Scorecard
Incon Lighting
inconlighting.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Incon Lighting, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude
#59,125 of 241,932 in Manufacturing & Industrial for AI visibility
5.3
/10
AEO Score
About Incon Lighting
from our crawl and measurement
Incon Lighting is a S Sanford, FL business whose own site puts it this way: "Incon Lighting, manufacturer of Buy American Act compliant, high-quality light fixtures. Durable and energy-efficient solutions for any space." Its AI visibility score is 5.3 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found an llms.txt file for AI models. It is missing structured data describing the business, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
1
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 5.3/10, Incon Lighting has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Incon Lighting
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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/inconlighting
Cite this score: Engagemii (2026). "AEO Score for Incon Lighting." Retrieved from https://engagemii.com/aeo/brands/inconlighting
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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