AI Visibility Scorecard
Lupi Coffee
lupicoffee.com · Food & Beverage
Borderline visible. AI bots can crawl Lupi 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 1 times
Claude
#378,053 of 1,391,963 in Food & Beverage for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
-
Network Authority
iNot connected yet
80
Muse Index Score
iAI agent readiness
Transactable · 80/100
0
AI Adoption
iNone detected · 0/100
About Lupi Coffee
from our crawl and measurement
Café de Lupin Bio #1 en France is a business whose own site puts it this way: "✅ 3x 200g Café de Lupin Bio (3 torréfactions) ✅ Sans excitants ni irritants ✅ Score santé sur Yuka: 100/100 ✅ Goût bluffant, proche du café." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (Organization, WebSite, ProductGroup), an llms.txt file for AI models and a sitemap.
- Company ·
- Lupi Coffee
- Website ·
- lupicoffee.com
- Industry ·
- Food & Beverage
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- AI reads ·
- 1
- Last scored ·
- Aug 15, 2026
- Verified connections ·
- None yet
The 6 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
Good
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4/10, Lupi Coffee is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Lupi Coffee
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Already have an account? Sign in
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Lupi Coffee.
Lupi Coffee lists 14 products, 14 in stock, priced 0.00 to 58.00.
Show all 14 products
- Échantillon gratuit — Café de Lupin Bio Intense (3 tasses) · 0.00 · Alternative au café
- LE CHOCOLAT DES FRANÇAIS - Mini tablette Noir & Sel de Camargue (25g) · 5.00
- Le kit « 21 jours sans café » (19€) · 22.00 · Alternative au café
- 200g Café de lupin bio · 8.00
- Lupi RECHARGE - 1 kg de Café de lupin bio (OCU) · 29.00 · Alternative au café
- +1 Lupi RECHARGE 1 kg (achat unique) · 29.00
- +2 Lupi RECHARGE 1 kg (achat unique) · 58.00
- Cafetière à piston · 26.00 · Cafetière à piston
- Opercules Caps'Me pour Nespresso® · 12.00 · Capsules réutilisables
- Boîte de découverte - 3x 200g Café de lupin bio · 22.00 · Alternative au café
- Lupi RECHARGE - 1 kg de Café de lupin bio · 29.00 · Alternative au café
- Capsules réutilisables Nespresso® ou Dolce Gusto® · 23.00 · Capsules réutilisables
- Tasse Lupi · 17.00 · Tasses
- Cartes cadeaux Lupi Coffee · 11.48
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on August 15, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lupicoffee
Cite this score: Engagemii (2026). "AEO Score for Lupi Coffee." Retrieved from https://engagemii.com/aeo/brands/lupicoffee
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform