AI Visibility Scorecard
Lumari Coffee
lumaricoffee.com · E-commerce
Borderline visible. AI bots can crawl Lumari 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 2 times
Claude · Meta AI
#125,282 of 738,562 in E-commerce for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 50% of E-commerce companies
4
AEO Visibility
iNear-invisible · 3.5/10
20
Muse Index Score
iAI agent readiness
Transactable · 20/100
0
AI Adoption
iNone detected · 0/100
About Lumari Coffee
from our crawl and measurement
"Premium coffee and tea roasted to order, delivered fresh with flexible subscriptions and same-day shipping. Designed to elevate your daily coffee ritual." That is how Lumari Coffee Fresh Roasted Coffee & Artisan Tea introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Good
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 3.5/10, Lumari Coffee is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Lumari Coffee
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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.
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Lumari Coffee lists 23 products, 23 in stock, priced 9.00 to 80.00.
Show all 23 products
- Caramel Flavored Coffee · 23.00
- Cinnamon Roll Flavored Coffee · 23.00
- Vanilla Hazelnut Flavored Coffee · 23.00
- Hand Drip Gooseneck Tea Pot Black · 30.22
- Stainless Steel Mesh Tea Infuser Ball · 9.00
- Stainless Steel Coffee Measuring Scoop Set – Precision 15–30ml Scale for Perfect Brewing · 18.58
- Precision Coffee Scale with Built-In Timer · 36.00
- Stainless Steel French Press · 20.00
- Hibiscus Berry Rooibos Tea · 27.00
- Jasmine Tea · 27.00
- Airtight Coffee Container Storage Canister Set · 33.22
- Lumari Short sleeve t-shirt · 30.00 · T-SHIRT
- Lumari Columbia Fleece Jacket · 80.00 · EMBROIDERY
- Lumari Women’s Performance Under Armour® women’s polo · 59.00 · EMBROIDERY
- Lumari Performance Under Armour® Polo · 59.00 · EMBROIDERY
- Lumari Signature Glass · 20.00 · DRINKWARE
- 1.5L Coffee Storage Container · 31.06
- Peach Paradise Tea · 27.00
- SOMA — Daily Balance · 23.00
- Matina — Morning Ritual · 23.00
- Elan — Bold Evening Energy · 23.00
- Pour Over Coffee set w/ paperless, reusable, stainless steel filter. · 20.70
- Ceramic Service Collection · 25.00
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lumaricoffee
Cite this score: Engagemii (2026). "AEO Score for Lumari Coffee." Retrieved from https://engagemii.com/aeo/brands/lumaricoffee
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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