AI Visibility Scorecard
datateamdesign.com · Education
Borderline visible. AI bots can crawl Agile Data Guides, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#639,644 of 937,045 in Education for AI visibility
4
AEO Visibility
iBorderline · 4.2/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
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 4.2 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.
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
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.
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 4.2/10, Agile Data Guides is crawlable but under-signaled - 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.
Is this your brand?
The exact fixes for Agile Data Guides
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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.
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Scored by Engagemii on September 28, 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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