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AI Visibility Scorecard

Mathos Consult — Service Design Practice

Mathos Consult — Service Design Practice

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mathosconsult.com · Healthcare

Borderline visible. AI bots can crawl Mathos Consult — Service Design Practice, 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

#544,309 of 730,331 in Healthcare for AI visibility

4

/10

AEO Score

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About Mathos Consult — Service Design Practice

from our crawl and measurement

Mathos Consult — Service Design Practice describes itself simply: "A service design practice led by Alexander Miller, helping founders and leadership teams design products, services and operations that work for the people who use them." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.

Under the hood there is structured data on the page (ProfessionalService, Person) and an llms.txt file for AI models and a sitemap, but the score is capped by what is missing: a heading structure that lays out what it offers.

Industry · Healthcare
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

4

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

0

Clear headings and answer-style content.

Entity Clarity

4

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

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

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 4/10, Mathos Consult — Service Design Practice is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Mathos Consult — Service Design Practice: Health & Wellness

Trust Is the Product. AI Is How You Build It at Scale.

In health and wellness, you're not just selling a product. You're asking someone to trust you with their body.

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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/mathosconsult

Cite this score: Engagemii (2026). "AEO Score for Mathos Consult — Service Design Practice." Retrieved from https://engagemii.com/aeo/brands/mathosconsult

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

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