ICEoxford Brand Score: 74/100 - Brand-Ready tier

Innovative Cryogenic Engineering, Tailored for You

ICEoxford (iceoxford.com) scores 74 out of 100 on Brand Analyzer, placing it in the Brand-Ready tier among Technology brands, Manufacturing brands, Education brands, in the 36th percentile of 44959 Technology brands.

AI Snapshot

ICEoxford is a UK-based company founded in 2004 and headquartered in Oxford, specializing in high-performance cryogenic systems. It designs and manufactures custom-engineered wet and dry cryogenic systems for scientific applications ranging from quantum computing to neutron scattering. The company serves research scientists, universities, and institutions in advanced physics and materials science fields, emphasizing tailored solutions, high product quality, and strong personal customer support backed by about two decades of industry experience.

Key facts about ICEoxford
Brand NameICEoxford
Domainiceoxford.com
IndustryTechnology, Manufacturing
Founded2004
HeadquartersOxford, United Kingdom
Main CompetitorsOxford Instruments (77/100), Bluefors (86/100), Cryomech (78/100), Janis Research (57/100), Leiden Cryogenics, Montana Instruments (75/100)

Evidence

Moz Domain Authority 26/100 vs category average 40 / leader 100 - limited third-party links, so AI systems rarely encounter mentions of the brand.

No Wikipedia presence was found - a major gap, since Wikipedia is among the most heavily weighted sources in AI training data.

The homepage meta description reads "High Performance Cryogenic Systems:Tailored to meet your exact requirements. ICEoxford offers wet and dry cryogenic systems for a wide range of scientific applications from Quantum…" (Meta description: 61 words. No OG description (falling back to meta)) - this is the summary AI engines are most likely to quote.

Structured data on the homepage: canonical. Adding Organization and FAQ schema would further help AI crawlers parse the brand's identity.

AI-crawler access: robots.txt present, no AI bot restrictions - robots.txt controls whether engines like GPTBot and ClaudeBot can read the site at all.

Social footprint: verified profiles on X (Twitter), LinkedIn, Facebook, Instagram, YouTube, GitHub - consistent profiles reinforce the brand's identity across the web.

0 Reddit mentions - community discussion signals real-world reputation to AI models.

Does AI know ICEoxford?

Live results from asking a general-purpose AI assistant about the brand, checked October 2026.

When asked "What is ICEoxford?", Claude could identify the brand as of October 2026. ICEoxford is a UK-based company (spun out of Oxford Instruments) that designs and manufactures cryogen-free cryostats and dilution refrigerators used for ultra-low temperature physics research, including quantum computing and materials science applications. Best known for cryogen-free dilution refrigerators and cryostat systems for ultra-low temperature research.

When asked "Best brands similar to ICEoxford?", Claude would recommend ICEoxford as of October 2026. It's a recognized specialist in low-temperature cryogenic systems, a niche but important player alongside companies like Bluefors and Oxford Instruments.

People Also Ask About ICEoxford

Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.

Who are ICEoxford's main competitors?

ICEoxford's main competitors in Technology: Oxford Instruments (77/100), Bluefors (86/100), Cryomech (78/100), Janis Research (57/100), Montana Instruments (75/100).

Sources: Brand Analyzer scan

What products or services does ICEoxford offer?

ICEoxford offers wet and dry cryogenic systems designed for various scientific applications, including those used in quantum computing and neutron scattering research. These systems are custom-engineered to meet the specific requirements of scientific and research customers.

Sources: ICEoxford official site

What is ICEoxford?

ICEoxford is a UK-based company, founded in 2004 and headquartered in Oxford, that designs and manufactures high-performance cryogenic systems for scientific research applications.

Sources: ICEoxford official site

When was ICEoxford founded?

ICEoxford was founded in 2004. ICEoxford operates in the Technology category. It is analyzed by Brand Analyzer across seven brand dimensions and AI-search visibility.

Sources: Wikidata

What does ICEoxford do?

ICEoxford develops and builds custom wet and dry cryogenic systems tailored to specific scientific requirements, supporting applications such as quantum computing and neutron scattering. The company provides engineering solutions alongside technical support and personal customer service to research institutions.

Sources: ICEoxford official site

Does ChatGPT recommend ICEoxford?

ICEoxford scores 53/100 on Brand Analyzer's AI recommendation signal, indicating it is reasonably likely to be surfaced when AI assistants like ChatGPT suggest Technology options. Recommendation depends on crawlability, structured data, and category authority.

Sources: ICEoxford official site

Who uses ICEoxford?

ICEoxford's systems are used by research scientists, universities, and scientific institutions working in fields such as quantum computing, neutron scattering, and other advanced physics or materials science applications that require specialized cryogenic environments.

Sources: ICEoxford official site

What is ICEoxford known for?

ICEoxford is known for providing tailor-made cryogenic systems used in advanced scientific research, including quantum computing and neutron scattering experiments, backed by roughly 20 years of specialized engineering expertise.

Sources: ICEoxford official site

How can ICEoxford improve its AI discoverability?

ICEoxford can improve AI discoverability by strengthening structured data (Organization and FAQ schema), maintaining an accurate Wikipedia/Wikidata entity, earning authoritative citations, and keeping content crawlable for AI bots. Brand Analyzer measures these as visibility, trust, and recommendation signals.

Sources: ICEoxford official site

Recommendations

AI visibility

ICEoxford scores 29/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.

ICEoxford has a weak AI-visibility profile at 29/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is recommendation likelihood (53/100) and its weakest is visibility (21/100). It benefits from a Wikidata knowledge-graph entry and open access for AI crawlers (GPTBot, ClaudeBot, etc.). The main gaps holding it back: no clear Wikipedia entity to anchor it in LLM training data, a low Moz Domain Authority of 26/100 and thin schema.org structured data. In a live check, Claude could already identify ICEoxford from memory (October 2026) - a sign these signals are paying off.

Visibility - 21/100

Trust - 22/100

Recommendation likelihood - 53/100

Score breakdown - 7 dimensions

The score combines seven dimensions - name quality, digital presence, visual identity, messaging clarity, trust foundation, AI discoverability, and brand authority - into a single objective benchmark.

Peer brands

Ranked closest to ICEoxford: DIRTT (74/100), Gatheround (74/100), Iciba (74/100), ICSolutions (74/100).

A step up - brands to learn from: Zymo Research (81/100), Zurich Italia (81/100).

Category leader: Hostinger (97/100).

Brand Analyzer is built by DataEase AI. Track your brand in ChatGPT, Gemini and Perplexity.

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