AI visibility score

6.2/ 10Good

#37,311 of 923,103 in Healthcare

As of 2026-09-30 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Harmony

Name: Harmony - AI Visibility Score
Creator: Engagemii
Published: 2026-09-30T21:05:21.491Z
License: https://creativecommons.org/licenses/by/4.0/

Unclaimed

harmonytest.roche.com · Healthcare

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

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Monitoring for AI engine activity

In the Engagemii AEO index

#37,311 of 923,103 in Healthcare for AI visibility

AEO Visibility

Visible · 6.2/10

Muse Index Score

AI agent readiness

Not agent-ready · 0/100

AI Adoption

None detected · 0/100

About Harmony

from our crawl and measurement

Harmony describes itself simply: "Harmony is the most accurate, reliable NIPT test, a prenatal screening test using cell-free DNA (cfDNA) to reveal trisomy information about your baby." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.2 out of 10, readable in places and missing in others.

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

Industry · Healthcare

Last scored · Sep 30, 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

Fair

Experience, Expertise, Authority, Trust markers.

Technical AEO

Good

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

Strong

Recognized in AI knowledge graphs.

News & Press

Good

Press and news coverage.

Community

Good

Forum and community discussion.

Social Mentions

Good

Social discussion and mentions.

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 6.2/10, Harmony has a working base to build on - 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 Harmony: AEO & AI Search

The AEO Checklist Every Small Business Owner Needs Right Now

Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.

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Source & Attribution

Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/harmonytest-roche

Cite this score: Engagemii (2026). "AEO Score for Harmony." Retrieved from https://engagemii.com/aeo/brands/harmonytest-roche

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