AI Visibility Scorecard
Red Bay Coffee
redbaycoffee.com · E-commerce
Somewhat visible. AI bots can read Red Bay Coffee, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Meta AI
#4,618 of 738,818 in E-commerce for AI visibility
76
6
AEO Visibility
iBorderline · 5.5/10
40
Muse Index Score
iAI agent readiness
Transactable · 40/100
0
AI Adoption
iNone detected · 0/100
About Red Bay Coffee
from our crawl and measurement
"Red Bay Coffee is an Oakland-based, Black-owned specialty roaster founded in 2014 by Keba Konte. Direct trade beans, five Bay Area cafes across Oakland, Berkeley, and San Francisco." That is how Red Bay Coffee introduces itself. Its AI visibility score is 5.5 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebSite, Organization, BreadcrumbList), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Fair
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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 5.5/10, Red Bay Coffee has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Red Bay 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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Red Bay Coffee.
Red Bay Coffee lists 25 products, 24 in stock, priced 10.00 to 108.00.
Show all 25 products
- MoAD X RBC Collaboration Tin Can · 36.00
- Ki-Saya Chiapas | Mexican Light Medium Roast · 24.00 · Coffee
- Chaz Bear Collaboration Limited Edition Tin Can · 34.95 · out of stock · Coffee
- Chaz Bear X RBC Collaboration Tote Bag · 22.00
- East Fourteenth | Tanzanian Dark Roast · 19.88 · Coffee
- Chasing Lions | Ethiopian Medium Roast · 21.66 · Coffee
- Fight The Power | Espresso Blend · 21.07 · Coffee
- Beautiful Coffee To The People - Bold and Fruity · 19.00 · Coffee
- Red Bay Teas · 25.00
- Shizuoka Matcha · 30.00
- Combo Packs · 20.00 · Coffee
- Hero Collection Button Pack · 10.00 · Merchandise
- This Is America | Bolivian Dark Roast · 20.92 · Coffee
- People Get Ready | Guatemalan Medium Roast · 21.86 · Coffee
- 1 Kilo Whole Bean · 52.95 · Coffee
- Coltrane | Colombian Medium Roast · 19.88 · Coffee
- Brazilian Cake Lady | Brazilian Medium Roast · 19.88 · Coffee
- Slow Burn | Brazilian & Indonesian Espresso Blend · 19.88 · Coffee
- Half Caff · 19.88 · Coffee
- Red Bay Coffee E-Gift Card $25 · 25.00
- Black Coffee Two Color Cream Tote Bag · 10.00 · Merchandise
- Black Coffee Cream Tote Bag · 10.00 · Merchandise
- 5 lb Whole Bean Coffee Bag · 108.00 · Coffee
- Red Bay Bandana - Custom Print Scarves · 10.00 · Merchandise
- Ocho Libre Decaf · 19.88 · Coffee
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on October 25, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/redbaycoffee
Cite this score: Engagemii (2026). "AEO Score for Red Bay Coffee." Retrieved from https://engagemii.com/aeo/brands/redbaycoffee
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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