AI visibility score
3.2/ 10Weak

#786,165 of 2,706,489 in Technology

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

AI Visibility Scorecard

John Henry Müller

John Henry Müller

Unclaimed

johnhenrymuller.com · Technology

Borderline visible. AI bots can crawl John Henry Müller, 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 9 times

Claude · Apple Intelligence · Meta AI · ShapBot

#786,165 of 2,706,489 in Technology for AI visibility

2

AI Naming Predictability

i

Rarely named · 2/100

More likely to be named than 81% of Technology companies

3

AEO Visibility

i

Near-invisible · 3.2/10

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 John Henry Müller

from our crawl and measurement

John Henry Müller describes itself simply: "I'll do my best to answer all your questions about me." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.2 out of 10.

Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.

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

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

Good

Experience, Expertise, Authority, Trust markers.

Technical AEO

Fair

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

Strong

Inbound links from other sites.

Domain Authority

Fair

Established authority for your domain.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

Community

Fair

Forum and community discussion.

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 3.2/10, John Henry Müller is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

Why should I hire you?

I see you’re getting straight to business. I like it! Why you should hire me: Experience. I’ve been doing this a loooong time. About 25 years. I’ve seen a lot. I’ve done a lot. Chances are, I’ve come across a similar problem before, which means high-quality, efficient results. Directness. When you hire me, you get me. You’re not passed off to a junior design team. And there’s no account manager.

Why should I NOT hire you?

Here are a few good reasons: You want the agency treatment. If you’re into catered lunches, a Trademarked Process™, and a big team in a shiny office with impractical seating, you won’t get that from me. Some folks find comfort in structure, hierarchy, and the illusion of multiple specialists working in parallel. You should hire an agency. You have an aggressive timeline and I’m already booked.

Are you taking on new clients?

Yes indeed! I’m currently booking projects for September 2026. Let’s set up a quick meeting to see if there’s a fit.

What’s your specialty?

I work at the intersection of strategy, experience design, and visual design. I gravitate toward big, messy, interesting problems that need a curious generalist. Especially ones that are tightly connected to the ✨brand experience✨. Think: onboarding flows, mission-critical interactions, or high-impact moments that shape how people feel about your product.

Are you reliable?

Oh yeah. When aspiring freelance designers ask me for the most important advice on building a successful career, I tell them: “Do what you say you’re going to do, when you said you were going to do it.” I live by that.

Is this your brand?

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Picked for John Henry Müller: 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/johnhenrymuller

Cite this score: Engagemii (2026). "AEO Score for John Henry Müller." Retrieved from https://engagemii.com/aeo/brands/johnhenrymuller

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

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