AI visibility score
4.0/ 10Fair

#236,376 of 925,114 in Healthcare

As of 2026-08-12 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

MedScience Distribution

MedScience Distribution

Unclaimed

medscienceuk.com · Healthcare

Borderline visible. AI bots can crawl MedScience Distribution, 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 1 times

Claude

#236,376 of 925,114 in Healthcare for AI visibility

<1

AI Naming Predictability

i

Rarely named · <1/100

Top 19% of Healthcare

4

AEO Visibility

i

Borderline · 4/10

50

Muse Index Score

i

AI agent readiness

Transactable · 50/100

0

AI Adoption

i

None detected · 0/100

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About MedScience Distribution

from our crawl and measurement

MedScience Distribution describes itself simply: "MedScience Group is a UK-based, independent healthcare distributor, born from the Pharmed Group legacy." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.

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

Industry · Healthcare
Last scored · Aug 12, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Good

Clear headings and answer-style content.

Entity Clarity

Strong

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

Strong

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

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Picked for MedScience Distribution: 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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MedScience Distribution lists 359 products, 350 in stock, priced 0.00 to 7,722.00.

Show all 359 products

Machine-readable copy: the product feed (JSON).

Source & Attribution

Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/medscienceuk

Cite this score: Engagemii (2026). "AEO Score for MedScience Distribution." Retrieved from https://engagemii.com/aeo/brands/medscienceuk

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

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