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AI Visibility Scorecard

Nathan Petersen's Blog

Nathan Petersen's Blog

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nathanpetersen.com · Media & Entertainment

Somewhat visible. AI bots can read Nathan Petersen's Blog, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 2 times

Claude

#466,278 of 1,894,916 in Media & Entertainment for AI visibility

5.4

/10

AEO Score

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About Nathan Petersen's Blog

from our crawl and measurement

"Project archives from Nathan Petersen over the years as he experiments and prototypes various tech-related projects." That is how Nathan Petersen's Blog introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.

On the page it is passable on basic crawler access. What holds it back is structured data describing the business, a clearly stated business identity, credibility markers like credentials or reviews, sitemaps and entity links AI can follow and a heading structure that lays out what it offers.

Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established and there is little discussion of it. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 95 words.

Industry · Media & Entertainment
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

2

Clear headings and answer-style content.

Entity Clarity

3

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

5

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

AI Discoverability

3

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

9

Inbound links from other sites.

Domain Authority

3

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

4

Forum and community discussion.

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 5.4/10, Nathan Petersen's Blog has a working base to build on - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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Picked for Nathan Petersen's 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 August 2, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Nathan Petersen's Blog." Retrieved from https://engagemii.com/aeo/brands/nathanpetersen

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

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