AI visibility score
4.7/ 10Fair

#1,351,580 of 2,706,566 in Technology

As of 2026-10-02 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

HDI Audit Platform

HDI Audit Platform

Unclaimed

hdi-audit.com · Technology

Borderline visible. AI bots can crawl HDI Audit Platform, 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

#1,351,580 of 2,706,566 in Technology for AI visibility

5

AEO Visibility

i

Borderline · 4.7/10

30

Muse Index Score

i

AI agent readiness

Basic · 30/100

0

AI Adoption

i

None detected · 0/100

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About HDI Audit Platform

from our crawl and measurement

"HDI is a 0, 100 score of how much a pharma or life-sciences operation depends on specific people and undocumented knowledge. Free 10-minute screening." That is how HDI Audit: Measure How Much Your Operation Depends on People introduces itself. When AI engines look at it, they find little to work with. It scores 4.7 out of 10.

Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.

Industry · Technology
Last scored · Oct 2, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Fair

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Good

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

Strong

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

AI Discoverability

Fair

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

Community

Weak

No community discussion yet.

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 4.7/10, HDI Audit Platform is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

What does HDI measure?

Three layers of dependency, each scored 0–100 and combined with weights set for your sector: Coordination: how work moves between people. Approval chains, status meetings, hand-offs, and what happens when the responsible person is away. Control: how problems are detected and closed. Manual review, detection that relies on someone noticing, slow incident closure, errors nobody tracks.

What do you get from the free screening?

Your HDI score and band, the three layer scores, a heatmap of the processes you select, and a confidence score that says how firmly to hold the result. You also get your operational leak: the hours per month your organisation spends compensating for dependency, in hours and full-time equivalents. The screening gives no recommendations and no money figures.

What happens in the full audit?

An auditor runs a half-day workshop with your key operational people and scores every answer against fixed descriptions of what each level of dependency looks like in practice. Your screening answers are then compared with what the workshop shows, and the difference is itself a finding.

Who is it for?

Operations, quality and site leaders in cell & gene therapy, ATMP manufacturing, CDMOs, conventional pharma, clinical research and GDP-regulated (Good Distribution Practice) medical logistics. Also automation agencies that need a measurable diagnosis to sell before the build.

Is this your brand?

✓

The exact fixes for HDI Audit Platform

✓

Which AI engines already crawl you

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Picked for HDI Audit Platform: 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 October 2, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/hdi-audit

Cite this score: Engagemii (2026). "AEO Score for HDI Audit Platform." Retrieved from https://engagemii.com/aeo/brands/hdi-audit

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

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