AI visibility score
6.5/ 10Good

▲ 1.5 since Jun 2026

#47,761 of 2,705,965 in Technology

As of 2026-08-02 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Modified Atmosphere Workstations

Modified Atmosphere Workstations

Unclaimed

dwscientific.com · Technology

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

AI engines read this profile 12 times

Meta AI · Claude · Apple Intelligence

#47,761 of 2,705,965 in Technology for AI visibility

7

AEO Visibility

i

Visible · 6.5/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About Modified Atmosphere Workstations

from our crawl and measurement

"Leading international supplier to the microbiology and tissue culture industries. Hypoxystations, modified atmosphere workstations, cell and tissue culture incu." That is how Modified Atmosphere Workstations introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: a clear heading structure, visible credibility markers, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity. What holds it back is structured data describing the business.

Away from its own site, other sites link to it and AI engines recognise it as a distinct business. There is some, but not much, sign that the domain is only lightly established. Beyond that, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.

Industry · Technology
Last scored · Aug 2, 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

Good

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

Strong

Inbound links from other sites.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Strong

Recognized in AI knowledge graphs.

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 6.5/10, Modified Atmosphere Workstations has a working base to build on - fixable, and the signals above are where to start.

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Picked for Modified Atmosphere Workstations: 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 August 2, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Modified Atmosphere Workstations." Retrieved from https://engagemii.com/aeo/brands/dwscientific

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

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