AI Visibility Scorecard
dwhpatterns.com
dwhpatterns.com · Technology
At 2.12/10, dwhpatterns.com is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Entity Clarity and E-E-A-T Signals. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude
Top 25% in Technology for AI visibility
3
2.12
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →5
0
About dwhpatterns.com
from our crawl and measurement
dwhpatterns.com is a business whose own site puts it this way: "Data Solution Design Patterns | Implementation and automation for a flexible data solution | Training with Roelant Vos." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.12 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have read this profile 2 times in our tracking, including ClaudeBot (Anthropic).
- Company ·
- dwhpatterns.com
- Website ·
- dwhpatterns.com
- Industry ·
- Technology
- Location ·
- Hannover, NI
- 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
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Weak
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
Good
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 2.12/10, dwhpatterns.com is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
What can Data Solution Automation offer?
If we can generate everything ... Working with data can be complex, and often the ‘right’ answer for the purpose is the result of a series of iterations where business subject matter experts (SMEs) and data professionals collaborate. This is an iterative process by its very nature.
Is this for me?
By adopting hybrid / Ensemble Logical Model patterns (e.g. Data Vault) on top of a Persistent Staging Area (PSA) – a historised record of all original transactions – an unparalleled level of flexibility in implementing and maintaining a data solution can be achieved.
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/dwhpatterns
Cite this score: Engagemii (2026). "AEO Score for dwhpatterns.com." Retrieved from https://engagemii.com/aeo/brands/dwhpatterns
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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