AI VISIBILITY SCOREAS OF 2026-07-31 · ENGAGEMII INDEX
6.1/ 10

#181,472 OF 2,688,991 IN TECHNOLOGY

SCORE HISTORY BEGINS 2026-07-31

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

Frozen Light LTD

Frozen Light LTD

Unclaimed

frozenlight.ai · Technology

Somewhat visible. AI bots can read Frozen Light LTD, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 8 times

Meta AI · ChatGPT · Apple Intelligence · Claude

#181,472 of 2,688,991 in Technology for AI visibility

6

AEO Visibility

i

Visible · 6.1/10

60

Muse Index Score

i

AI agent readiness

Agent-ready · 60/100

8

AI Adoption

i

Basic · 8/100

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About Frozen Light LTD

from our crawl and measurement

"Grow your YouTube channel by turning videos into living, searchable knowledge your audience returns to. Powered by FrozenLight." That is how FrozenLight introduces itself. Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.

Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models and a readable heading structure. It is missing a sitemap.

AI crawlers have visited 3 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).

Industry · Technology
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

8

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

9

Clear headings and answer-style content.

Entity Clarity

10

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

5

Experience, Expertise, Authority, Trust markers.

Technical AEO

9

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

9

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

7

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 6.1/10, Frozen Light LTD has a working base to build on - fixable, and the signals above are where to start.

Frequently Asked Questions

What can I do on FrozenLight's platform?

As a creatorOn FrozenLight, you can turn your existing content into a searchable knowledge experience. You can connect your YouTube channel, let viewers ask questions, guide them to the right videos automatically, and see what your audience is really looking for – all without creating new content.As a userYou can explore a creator’s knowledge by asking natural questions and instantly reaching the exact videos and moments you need. Instead of searching, scrolling, or guessing, you get clear answers and a smooth path through the content.

Are FrozenLight's bots free to use?

For users:Yes. Viewers can chat with and explore creators’ YouTube knowledge on FrozenLight for free. You can ask questions, find exact videos, and navigate a creator’s content without paying.For creators:Creators can start with a free trial to explore how FrozenLight works.

How do I find the right bot for me?

You can start by exploring our Knowledge section, where content is organized by topics and categories, so you can easily browse areas you care about and discover relevant expertise.If you already have creators in mind (or want to discover ones you should know), visit the Bots page. There you can search and explore messenger bots built from real creators’ YouTube channels and knowledge.Whether you browse by topic or by creator, FrozenLight helps you find the right knowledge and start a conversation instantly.

How do I create my own YouTube Messenger bot

You can explore and interact with AI agents built by real experts, creators, and teams from around the world. Each agent represents unique knowledge — marketing, design, business, education, wellness, and more — trained on real insights and experience.

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Picked for Frozen Light LTD: AEO & AI Search

The AEO Checklist Every Small Business Owner Needs Right Now

Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.

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Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/frozenlight-ai

Cite this score: Engagemii (2026). "AEO Score for Frozen Light LTD." Retrieved from https://engagemii.com/aeo/brands/frozenlight-ai

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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