AI Visibility Scorecard
Data Engineering & Science Solutions
curiouspatterns.ai · Technology
Somewhat visible. AI bots can read Data Engineering & Science Solutions, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 12 times
Claude · ChatGPT · Meta AI · Apple Intelligence
#323,783 of 2,707,520 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.6/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
7
AI Adoption
iBasic · 7/100
About Data Engineering & Science Solutions
from our crawl and measurement
"Expert data engineering, science, and governance solutions with security-first approach and agile delivery methodology." That is how Data Engineering & Science Solutions introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.6 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT).
The 6 signals AI reads
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
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 5.6/10, Data Engineering & Science Solutions has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Feeling curious?
ConsultOur data creates patterns. Decoding them empowers our actionsExpert Consulting in Data Engineering, Data Science & Data SecurityWe help organisations transform their data into actionable intelligence ethically, securely, and effectively. Curious Patterns delivers cutting-edge technology consulting, grounded in deep expertise and driven by curiosity, social responsibility, and organisational agility.
Is this your brand?
The exact fixes for Data Engineering & Science Solutions
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.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/curiouspatterns-ai
Cite this score: Engagemii (2026). "AEO Score for Data Engineering & Science Solutions." Retrieved from https://engagemii.com/aeo/brands/curiouspatterns-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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