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AI Visibility Scorecard

@clara_vrn | Code Liberté 350 €, Code Liberté | Beacons

@clara_vrn | Code Liberté 350 €, Code Liberté | Beacons

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⚠ Identity mismatch

claravrn.com · Technology

At 2.7/10, @clara_vrn | Code Liberté 350 €, Code Liberté | Beacons 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

#2,385,765 of 2,626,560 in Technology for AI visibility

2.7

/10

AEO Score

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About @clara_vrn | Code Liberté 350 €, Code Liberté | Beacons

from our crawl and measurement

@clara_vrn is a business whose own site puts it this way: "@clara_vrn: Code Liberté 350 €, Code Liberté. Featured links: Code Liberté 350 €. Products: Code Liberté. Email signup available." As far as answer engines are concerned it may as well not exist yet: 2.7 out of 10.

On its own pages the site does well on crawler access and the files AI engines look for. What holds it back is structured data describing the business, a clearly stated business identity, sitemaps and entity links AI can follow, a heading structure that lays out what it offers and credibility markers like credentials or reviews.

Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

There is not much on the page to read either, about 1 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Technology
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

1

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

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

9

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

0

No inbound links found yet.

Domain Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 2.7/10, @clara_vrn | Code Liberté 350 €, Code Liberté | Beacons is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for @clara_vrn | Code Liberté 350 €, Code Liberté | Beacons

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for @clara_vrn | Code Liberté 350 €, Code Liberté | Beacons: 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 2, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for @clara_vrn | Code Liberté 350 €, Code Liberté | Beacons." Retrieved from https://engagemii.com/aeo/brands/claravrn

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

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