AI Visibility Scorecard
Būma
drinkbuma.com · Manufacturing & Industrial
At 2.56/10, Būma 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 Authority. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
Top 10% in Manufacturing & Industrial for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Manufacturing & Industrial average 14
Top 31% of Manufacturing & Industrial
See what's behind this score →2.56
AEO Visibility
iNear-invisible · 2.56/10
Manufacturing & Industrial average 1.6
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Manufacturing & Industrial average 2. Claim your page and Engagemii is your first.
See what's behind this score →80
Muse Index Score
iAI agent readiness
Transactable · 80/100
Manufacturing & Industrial average 18
See what's behind this score →0
About Būma
from our crawl and measurement
"Būma is premium instant coffee blended with L-Theanine to help you stay calm, clear, and dialed-in, without the crash or jitters." That is how Būma introduces itself. When AI engines look at it, they find little to work with. It scores 2.56 out of 10.
Our crawl found structured data on the page (Organization, WebSite, Product), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Būma
- Website ·
- drinkbuma.com
- Industry ·
- Manufacturing & Industrial
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 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
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.
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 2.56/10, Būma is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Why I Created BŪMA?
After years of struggling to sit down and get work done, I was led down a dark path many others have been through: ~CAFFEINE ADDICTION~. Although the energy drinks and espressos made me 'feel' productive, I wasn't actually getting anything done. I switched to green tea like many suggested, and although it worked, having to drink several cups of grass every day wasn't sustainable.
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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/drinkbuma
Cite this score: Engagemii (2026). "AEO Score for Būma." Retrieved from https://engagemii.com/aeo/brands/drinkbuma
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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