AI Visibility Scorecard
Light Source
lightsourcectx.com · Home & Living
Borderline visible. AI bots can crawl Light Source, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 2 times
Claude
#220,356 of 1,376,760 in Home & Living for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Light Source
from our crawl and measurement
Light Source is a business whose own site puts it this way: "Looking for permanent outdoor lighting services in Central TX? Light Source offers smart solutions for residential & commercial properties. Get a free quote." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 4/10, Light Source is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How Long Does It Take to Install Permanent Outdoor Lighting?
One of the first questions homeowners ask when considering permanent outdoor lighting is, "How long will the installation take?" It's a fair question, especially if you're planning around work schedules, family activities, or an upcoming holiday. The good news is that most permanent outdoor lighting installations can be completed much faster than homeowners expect.
Is this your brand?
The exact fixes for Light Source
Which AI engines already crawl you
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Light Source.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lightsourcectx
Cite this score: Engagemii (2026). "AEO Score for Light Source." Retrieved from https://engagemii.com/aeo/brands/lightsourcectx
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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