AI Visibility Scorecard
customneonlighting.com · E-commerce
Borderline visible. AI bots can crawl CityNeon™, 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 · ChatGPT
#204,146 of 739,208 in E-commerce for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
55
Muse Index Score
iAI agent readiness
Transactable · 55/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Neon Signs from CityNeon is a Glen Ellyn (Chicago area), Illinois business whose own site puts it this way: "Сustom neon signs and LED signs with your text, color, size, or logo to create the perfect design for your home, weddings, business, or special event." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (Organization, Store, WebSite), an llms.txt file for AI models and a sitemap.
By its own structured data it is a retail business.
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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.
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.
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, CityNeon™ is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for CityNeon™
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Already have an account? Sign in
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 CityNeon™.
CityNeon™ lists 201 products, 193 in stock, priced 13.00 to 2,670.50.
Machine-readable copy: the product feed (JSON).
Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/customneonlighting
Cite this score: Engagemii (2026). "AEO Score for CityNeon™." Retrieved from https://engagemii.com/aeo/brands/customneonlighting
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform