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AI Visibility Scorecard

Code With Gunnar

Name: Code With Gunnar - AI Visibility Score
Creator: Engagemii
Published: 2026-08-02T00:58:59.006Z
License: https://creativecommons.org/licenses/by/4.0/

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codewithgunnar.com · Education

Borderline visible. AI bots can crawl Code With Gunnar, 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.

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AI engines read this profile 2 times

Claude

#408,832 of 868,587 in Education for AI visibility

4.8

/10

AEO Score

About Code With Gunnar

from our crawl and measurement

codewithgunnar.com describes itself simply: "Code With Gunnar aims to teach you how to program." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.

The site is missing structured data describing the business, an llms.txt file and a sitemap.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).

Industry · Education

Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Clear headings and answer-style content.

Entity Clarity

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Experience, Expertise, Authority, Trust markers.

Technical AEO

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

AI Discoverability

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Inbound links from other sites.

Domain Trust

Established authority for your domain.

Entity Presence

Not in AI knowledge graphs yet.

News Mentions

No press coverage found yet.

Community

No community discussion yet.

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 4.8/10, Code With Gunnar is crawlable but under-signaled - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

Picked for Code With Gunnar: 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/codewithgunnar

Cite this score: Engagemii (2026). "AEO Score for Code With Gunnar." Retrieved from https://engagemii.com/aeo/brands/codewithgunnar

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