AI Visibility Scorecard
L'OR Coffee
lorcoffee.com · E-commerce
Borderline visible. AI bots can crawl L'OR Coffee, 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.
AI engines read this profile 9 times
Meta AI · Claude · Amazon Alexa
#26,040 of 739,287 in E-commerce for AI visibility
74
AI Naming Predictability
iNamed occasionally · 74/100
E-commerce average 18
Top 3% of E-commerce
See what's behind this score →5
-
10
Muse Index Score
iAI agent readiness
Transactable · 10/100
E-commerce average 27
See what's behind this score →35
0
About L'OR Coffee
from our crawl and measurement
L'OR Coffee is a business whose own site puts it this way: "Using some of the finest coffee beans, perfectly roasted and balanced in France, each L'OR coffee and espresso blend is created by a team of passionate Coffee Artists to deliver a luxurious." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
On its own pages the site does well on a clear heading structure and sitemaps and entity links AI can follow. It is passable on a partly stated business identity and basic crawler access. What holds it back is credibility markers like credentials or reviews and structured data describing the business.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established and it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and nobody is discussing it where AI engines look. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.
- Company ·
- L'OR Coffee
- Website ·
- lorcoffee.com
- Industry ·
- E-commerce
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 1, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
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 4.7/10, L'OR Coffee is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for L'OR Coffee
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lorcoffee
Cite this score: Engagemii (2026). "AEO Score for L'OR Coffee." Retrieved from https://engagemii.com/aeo/brands/lorcoffee
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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