AI Visibility Scorecard
Cabinet Lest
cabinetlest.com · Home & Living
At 0.85/10, Cabinet Lest is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Backlinks and Domain Trust. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
<1
0.85
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Home & Living average 2. Claim your page and Engagemii is your first.
See what's behind this score →20
Muse Index Score
iAI agent readiness
Basic · 20/100
Home & Living average 21
See what's behind this score →0
About Cabinet Lest
from our crawl and measurement
Cabinet Lest describes itself simply: "Cabinet Lest travaille avec les dirigeants de PME de service. Trois portes : audit de produit pour cadrer un projet, audit de levier pour trouver votre point d'appui.." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 0.85 out of 10.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
- Company ·
- Cabinet Lest
- Website ·
- cabinetlest.com
- Industry ·
- Home & Living
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 8, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 0.85/10, Cabinet Lest is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Envie d’y voir clair sur le bon levier ?
Dites-nous deux mots de votre situation. Nous revenons sous 48 heures avec un premier regard. Sans engagement de votre part. Vos infos restent confidentielles. Si nous ne pouvons pas vous aider, nous vous le dirons.
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 November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cabinetlest
Cite this score: Engagemii (2026). "AEO Score for Cabinet Lest." Retrieved from https://engagemii.com/aeo/brands/cabinetlest
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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