AI Visibility Scorecard
Data Experience Factor
dataexperiencefactor.com · Other
Borderline visible. AI bots can crawl Data Experience Factor, 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
3
AEO Visibility
iNear-invisible · 3.1/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Data Experience Factor
from our crawl and measurement
Data Experience Factor describes itself simply: "September 9, 2022September 7, 2022 by Peter Heydon My work is primarily focused on helping organisations with their data and analytics journey." When AI engines look at it, they find little to work with. It scores 3.1 out of 10.
Our crawl found structured data on the page (WebSite, Organization, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Weak
Sitemaps and entity links AI can follow.
Off-page authority
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.
What this score means
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 3.1/10, Data Experience Factor is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is the Problem with Data & Analytics Projects?
September 9, 2022September 7, 2022 by Peter Heydon My work is primarily focused on helping organisations with their data and analytics journey. This article is an attempt to unpack many of the observations and thoughts I’ve experienced in working with clients.
Is this your brand?
The exact fixes for Data Experience Factor
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Data Experience Factor.
Source & Attribution
Scored by Engagemii on September 28, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/dataexperiencefactor
Cite this score: Engagemii (2026). "AEO Score for Data Experience Factor." Retrieved from https://engagemii.com/aeo/brands/dataexperiencefactor
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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