AI Visibility Scorecard
Data Stance
datastanceanalytics.com · Technology
At 2.36/10, Data Stance 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, 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 Technology for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Technology average 28
Top 49% of Technology
See what's behind this score →2.36
-
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 →10
Muse Index Score
iAI agent readiness
Basic · 10/100
Technology average 17
See what's behind this score →0
About Data Stance
from our crawl and measurement
Data Stance describes itself simply: "Practical analytics consulting for SaaS and inventory businesses. Build clear, decision-ready analytics systems, fix reporting, align metrics, and uncover growth insights." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.36 out of 10.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
AI crawlers have read this profile 2 times in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Data Stance
- Website ·
- datastanceanalytics.com
- Industry ·
- Technology
- 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
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 2.36/10, Data Stance is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Prefer email instead?
Send me a quick note describing your analytics challenges and I’ll point you in the right direction. Email me Email me directly at [email protected] questions:• What should our analytics stack look like at our stage?• Are we tracking the right metrics for growth, operations, or inventory?• We have many reports but no clear view of the business.
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/datastanceanalytics
Cite this score: Engagemii (2026). "AEO Score for Data Stance." Retrieved from https://engagemii.com/aeo/brands/datastanceanalytics
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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