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AI Visibility Scorecard

Atelier Lambda

Atelier Lambda

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atelierlambda.com · Fashion & Apparel

At 2/10, Atelier Lambda 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.

AI engines read this profile 4 times

Claude · Apple Intelligence · Meta AI

#219,623 of 228,863 in Fashion & Apparel for AI visibility

2

/10

AEO Score

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About Atelier Lambda

from our crawl and measurement

Atelier Lambda is a business whose own site puts it this way: "Photo studio retouche arles Paris digital photoshop détourage chromie editing fashion." As far as answer engines are concerned it may as well not exist yet: 2.0 out of 10.

The site is missing structured data describing the business, an llms.txt file and a sitemap.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).

Industry · Fashion & Apparel
Last scored · Aug 7, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

4

Clear headings and answer-style content.

Entity Clarity

3

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

2

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 2/10, Atelier Lambda is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for Atelier Lambda

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Atelier Lambda: 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 7, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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