AI Visibility Scorecard
datateamdesign.com · Education
At 2.14/10, Agile Data Guides 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 2 times
Claude
Top 25% in Education for AI visibility
3
2.14
-
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 →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
Education average 13
See what's behind this score →0
from our crawl and measurement
Agile Data Guides describes itself simply: "Coaching, courses and guide books that change the way your data team works. Unblock your team and ship data work people actually value." When AI engines look at it, they find little to work with. It scores 2.14 out of 10.
Our crawl found structured data on the page (WebPage, Organization) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have read this profile 2 times in our tracking, including ClaudeBot (Anthropic).
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.14/10, Agile Data Guides is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
What is Agile Data Guides?
Agile Data Guides is the knowledge and coaching brand for a group of people who help data teams change how they work. We do three things: coach your team to deliver, train your team to upskill, and publish the guide books that codify the patterns the coaching is built on. We teach your team to do the data work.
Why does your data team keep hitting the same wall?
"That's not what I wanted." "But that's what you asked for." You've had this conversation. So has every data team. The stakeholder is frustrated, the data team is frustrated, and the data work nobody loves keeps churning. Your team isn't broken. The system around them is. Too many tools, too many priorities, too many ways of working invented from scratch on each project. This is the disappointment cycle.
How do Agile Data Guides change the way your data team works?
Patterns and Pattern Templates Crafted and proven across teams, across organisations, across decades. We coach your data team through the patterns that fit their context, teach the foundational ones on courses, and publish the core version of each pattern as a book. The Information Product Canvas is the first one in print. Modeling Business Concepts and the Data Persona Templates come next.
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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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/datateamdesign
Cite this score: Engagemii (2026). "AEO Score for Agile Data Guides." Retrieved from https://engagemii.com/aeo/brands/datateamdesign
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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