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AI Visibility Scorecard

THE NEW SCIENCE OF MAPS

THE NEW SCIENCE OF MAPS

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newscienceofmaps.com · Technology

At 3/10, THE NEW SCIENCE OF MAPS is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

Monitoring for AI engine activity

In the Engagemii AEO index

#2,472,100 of 2,828,535 in Technology for AI visibility

3

/10

AEO Score

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About THE NEW SCIENCE OF MAPS

from our crawl and measurement

THE NEW SCIENCE OF MAPS describes itself simply: "A learning platform for modern geospatial data science. Python, machine learning, and spatial analysis taught by Milan Janosov, ranked #1 in Data Science on LinkedIn. Launching...." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.0 out of 10.

Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.

Industry · Technology
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

4

Clear headings and answer-style content.

Entity Clarity

5

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

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

AI Discoverability

5

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

0

No inbound links found yet.

Domain Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 3/10, THE NEW SCIENCE OF MAPS is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for THE NEW SCIENCE OF MAPS

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for THE NEW SCIENCE OF MAPS: Tech & Electronics

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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/newscienceofmaps

Cite this score: Engagemii (2026). "AEO Score for THE NEW SCIENCE OF MAPS." Retrieved from https://engagemii.com/aeo/brands/newscienceofmaps

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

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