AI visibility score
3.9/ 10Weak

▼ 0.1 since Jul 2026

#1,919,482 of 2,705,025 in Technology

As of 2026-07-31 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Marek Zebrowski Blog

Marek Zebrowski Blog

Unclaimed

zebrowski.dev · Technology

Borderline visible. AI bots can crawl Marek Zebrowski Blog, 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

#1,919,482 of 2,705,025 in Technology for AI visibility

4

AEO Visibility

i

Near-invisible · 3.9/10

0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

0

AI Adoption

i

None detected · 0/100

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About Marek Zebrowski Blog

from our crawl and measurement

Marek Zebrowski Blog is a business whose own site puts it this way: "Marek ZebrowskiBlogBooksAboutMarek ZebrowskiSoftware Engineer, Author, and AI Researcher Who am I?I'm a software engineer with a passion for tackling complex challenges and building." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.

On the page itself the strengths are clear: a clear heading structure and sitemaps and entity links AI can follow. It is passable on a partly stated business identity and basic crawler access. What holds it back is structured data describing the business and credibility markers like credentials or reviews.

Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Technology
Last scored · Jul 31, 2026

The 6 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

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Good

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

AI Discoverability

Good

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 3.9/10, Marek Zebrowski Blog is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

What is this?

This is a personal site that serves as an ‘open mic’ for thoughts, ideas, and reflection on my professional and academic careers. Consequently, contained are short-form blogs and resources for my long-form books. LatestSee the latest Posts and updatesPublished onApril 5, 2024

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Picked for Marek Zebrowski Blog: 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/zebrowski-dev

Cite this score: Engagemii (2026). "AEO Score for Marek Zebrowski Blog." Retrieved from https://engagemii.com/aeo/brands/zebrowski-dev

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

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