AI Visibility Scorecard
The Umbra Database System
umbra-db.com · Education
Borderline visible. AI bots can crawl The Umbra Database System, 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 10 times
Claude · Amazon Alexa · Apple Intelligence · Parallel
#75,157 of 937,737 in Education for AI visibility
29
AI Naming Predictability
iRarely named · 29/100
Education average 14
Top 14% of Education
See what's behind this score →4.4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →5
2
About The Umbra Database System
from our crawl and measurement
The Umbra Database System is a business whose own site puts it this way: "Umbra is a high performance database system for flash-based storage with in-memory speed, developed at the Technische Universität München." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and AmazonBot (Alexa AI).
- Company ·
- The Umbra Database System
- Website ·
- umbra-db.com
- Industry ·
- Education
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 1, 2026
The 6 on-page 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
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
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
Good
Forum and community discussion.
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 4.4/10, The Umbra Database System is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Umbra Database System
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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/umbra-db
Cite this score: Engagemii (2026). "AEO Score for The Umbra Database System." Retrieved from https://engagemii.com/aeo/brands/umbra-db
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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