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AI Visibility Scorecard

LOSTINEON

LOSTINEON

Unclaimed

lostineon.com · E-commerce

Borderline visible. AI bots can crawl LOSTINEON, 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.

Monitoring for AI engine activity

In the Engagemii AEO index

#341,231 of 635,000 in E-commerce for AI visibility

4.3

/10

AEO Score

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About LOSTINEON

from our crawl and measurement

LOSTINEON describes itself simply: "LOSTINEON delivers a wild range of attractive neon lights with high quality. GALAXY, Nature, Clouds you name it. 35% off + Free delivery all over Lebanon." When AI engines look at it, they find little to work with. It scores 4.1 out of 10.

Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.

Industry · E-commerce
Last scored · Aug 8, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

5

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

10

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

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 4.3/10, LOSTINEON is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for LOSTINEON

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for LOSTINEON: How-To

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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Free signup unlocks the full article plus your personalized AEO fix list for LOSTINEON.

Source & Attribution

Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/lostineon

Cite this score: Engagemii (2026). "AEO Score for LOSTINEON." Retrieved from https://engagemii.com/aeo/brands/lostineon

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

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