AI VISIBILITY SCOREAS OF 2026-07-31 · ENGAGEMII INDEX
3.9/ 10

▼ 1.1 since Jul 2026

#1,837,939 OF 2,698,581 IN TECHNOLOGY

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

My Data Science Journey

My Data Science Journey

Unclaimed

chem-e2-data-sci.com · Technology

Borderline visible. AI bots can crawl My Data Science Journey, 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.

AI engines read this profile 1 times

Claude

#1,837,939 of 2,698,581 in Technology for AI visibility

4

AEO Visibility

i

Near-invisible · 3.9/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

2

AI Adoption

i

Basic · 2/100

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About My Data Science Journey

from our crawl and measurement

My Data Science Journey works in Technology. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.7 out of 10.

Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Technology
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

2

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

10

Clear headings and answer-style content.

Entity Clarity

4

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

3

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

6

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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 3.9/10, My Data Science Journey is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

What’s Next?

April 22, 2025 I am passionate about learning the intricacies of data science and disseminating what I learn. This blog is my attempt at making these involved and sometimes complicated concepts more accessible to anyone who is interested 🙂 Blog at WordPress.com. Loading Comments... Write a Comment...

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Picked for My Data Science Journey: How-To

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/chem-e2-data-sci

Cite this score: Engagemii (2026). "AEO Score for My Data Science Journey." Retrieved from https://engagemii.com/aeo/brands/chem-e2-data-sci

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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