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AI Visibility Scorecard

Derek Marunowski

Derek Marunowski

Unclaimed

derekmarunowski.com · Education

Borderline visible. AI bots can crawl Derek Marunowski, 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

#727,589 of 915,522 in Education for AI visibility

4

AEO Visibility

i

Near-invisible · 3.6/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

4

AI Adoption

i

Basic · 4/100

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About Derek Marunowski

from our crawl and measurement

Derek Marunowski is a business whose own site puts it this way: "Portfolio of Derek Marunowski, project and production leadership, education, creative production, and technical problem solving." When AI engines look at it, they find little to work with. It scores 3.6 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.

Industry · Education
Last scored · Sep 19, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

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

4

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 3.6/10, Derek Marunowski is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Derek Marunowski: 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 September 19, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/derekmarunowski

Cite this score: Engagemii (2026). "AEO Score for Derek Marunowski." Retrieved from https://engagemii.com/aeo/brands/derekmarunowski

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

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