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AI Visibility Scorecard

4D4B DESIGN

4D4B DESIGN

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4d4b.com · Education

Borderline visible. AI bots can crawl 4D4B DESIGN, 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

#801,576 of 912,134 in Education for AI visibility

3.3

/10

AEO Score

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About 4D4B DESIGN

from our crawl and measurement

4D4B DESIGN describes itself simply: "In the areas of intermedia design and visual communication 4D4B DESIGN develops print, visual and motion design solutions which we express interdisciplinary through arts, graphics and media." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.3 out of 10.

On the page itself the strengths are clear: crawler access and the files AI engines look for. It is passable on a partly stated business identity, a few credibility markers and partial sitemap and link coverage. What holds it back is structured data describing the business and a heading structure that lays out what it offers.

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 · Education
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

4

Clear headings and answer-style content.

Entity Clarity

5

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

5

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

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

AI Discoverability

5

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

0

No inbound links found yet.

Domain Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

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 3.3/10, 4D4B DESIGN is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for 4D4B DESIGN: 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/4d4b

Cite this score: Engagemii (2026). "AEO Score for 4D4B DESIGN." Retrieved from https://engagemii.com/aeo/brands/4d4b

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

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