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AI Visibility Scorecard

MOUN

MOUN

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mouncollection.com · Professional Services

At 2.6/10, MOUN is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

Monitoring for AI engine activity

In the Engagemii AEO index

#450,758 of 489,068 in Professional Services for AI visibility

2.6

/10

AEO Score

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About MOUN

from our crawl and measurement

MOUN L'art de la lumière is a business whose own site puts it this way: "Curated from the world's finest ateliers and crafted by artisans who understand that shadow is as important as illumination, every MOUN piece is chosen with the same discernment you bring." As far as answer engines are concerned it may as well not exist yet: 2.6 out of 10.

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

Industry · Professional Services
Last scored · Aug 22, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

Clear headings and answer-style content.

Entity Clarity

4

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

4

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

AI Discoverability

4

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 2.6/10, MOUN is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for MOUN

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for MOUN: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Source & Attribution

Scored by Engagemii on August 22, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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