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AI Visibility Scorecard

Scratchapixel Home Page

Scratchapixel Home Page

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scratchapixel.com · Technology

Somewhat visible. AI bots can read Scratchapixel Home Page, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 4 times

Claude · Apple Intelligence

#62,250 of 2,707,085 in Technology for AI visibility

6.7

/10

AEO Score

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About Scratchapixel Home Page

from our crawl and measurement

Scratchapixel Home Page is a business whose own site puts it this way: "PROJECT UPDATE Scratchapixel Book Project Work on the Scratchapixel book is progressing well." Its AI visibility score is 6.7 out of 10: the engines can find it, but they do not have much to hold on to.

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

Off the page, other sites link to it, the domain reads as established, people discuss it in places AI engines read and it comes up on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business and there is no press coverage to draw on.

AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri). The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Technology
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

3

Clear headings and answer-style content.

Entity Clarity

2

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

5

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

AI Discoverability

4

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

10

Inbound links from other sites.

Domain Trust

5

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

8

Forum and community discussion.

Reddit

7

Reddit mentions and discussion.

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 6.7/10, Scratchapixel Home Page 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 Scratchapixel Home Page: Tech & Electronics

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Source & Attribution

Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Scratchapixel Home Page." Retrieved from https://engagemii.com/aeo/brands/scratchapixel

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

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