ICE Brand Score: 78/100 - Brand-Ready tier

Improving people, companies, and industry

ICE (icegroup.org) scores 78 out of 100 on Brand Analyzer, placing it in the Brand-Ready tier among Non-profit brands, Education brands, Manufacturing brands, in the 67th percentile of 22214 Non-profit brands.

AI Snapshot

ICE (icegroup.org) is a non-profit industry association founded in 1991, operating primarily in the education and manufacturing sectors. It serves as a collective for member companies and professionals, offering technical training, sharing of best practices, and fostering strategic partnerships. Its stated mission is to improve its people, member companies, and the broader industry through collaboration and professional development.

Key facts about ICE
Brand NameICE
Domainicegroup.org
IndustryNon-profit, Education
Founded1991
Main CompetitorsICCFA (International Cemetery, Cremation & Funeral Association) (78/100), International Council on Archives (78/100), Islamic Circle of North America (ICNA) (78/100), In Defense of Animals (IDA) (78/100), ZLTO (81/100), Zero Project (81/100), Change.org (97/100)

Evidence

Moz Domain Authority 16/100 vs category average 47 / leader 98 - limited third-party links, so AI systems rarely encounter mentions of the brand.

ICE has a dedicated Wikipedia entity - a top-weighted signal AI models rely on to identify and describe the brand.

The homepage meta description reads "To improve our people, our companies and the industry through technical support and training, sharing of best practices, and cultivating positive relationships with strategic partn…" (No meta description) - 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.

Detected tech stack: Apache, WordPress, Ghost.

Social footprint: verified profiles on LinkedIn, X (Twitter), 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 ICE?

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

When asked "What is ICE?", Claude could not identify the brand as of October 2026. I don't recognize a nonprofit called "ICE" at icegroup.org specifically, likely because the acronym is widely used by many different organizations and this particular one has limited web presence in my training data.

When asked "Best brands similar to ICE?", Claude would not surface ICE as of October 2026. I can't recommend an organization I can't verify details about.

People Also Ask About ICE

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

Who are ICE's main competitors?

ICE's main competitors in Non-profit: ICCFA (International Cemetery, Cremation & Funeral Association) (78/100), International Council on Archives (78/100), Islamic Circle of North America (ICNA) (78/100), In Defense of Animals (IDA) (78/100), ZLTO (81/100).

Sources: Brand Analyzer scan

When was ICE founded?

ICE was founded in 1991. ICE operates in the Non-profit category. It is analyzed by Brand Analyzer across seven brand dimensions and AI-search visibility.

Sources: Wikidata

Does ChatGPT recommend ICE?

ICE scores 51/100 on Brand Analyzer's AI recommendation signal, indicating it is reasonably likely to be surfaced when AI assistants like ChatGPT suggest Non-profit options. Recommendation depends on crawlability, structured data, and category authority; a Wikipedia presence helps.

Sources: ICE official site

How can ICE improve its AI discoverability?

ICE 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: ICE official site

Recommendations

AI visibility

ICE scores 44/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.

ICE has a limited AI-visibility profile at 44/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is visibility (57/100) and its weakest is trust (17/100). It benefits from a recognised Wikipedia company entity, a Wikidata knowledge-graph entry and open access for AI crawlers (GPTBot, ClaudeBot, etc.). The main gaps holding it back: a low Moz Domain Authority of 16/100, thin schema.org structured data and no llms.txt to steer AI to its best pages. In a live check (October 2026), Claude could not identify ICE from memory, confirming the gaps above.

Visibility - 57/100

Trust - 17/100

Recommendation likelihood - 51/100

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 ICE: ICCFA (International Cemetery, Cremation & Funeral Association) (78/100), International Council on Archives (78/100), Islamic Circle of North America (ICNA) (78/100), In Defense of Animals (IDA) (78/100).

A step up - brands to learn from: ZLTO (81/100), Zero Project (81/100).

Category leader: Change.org (97/100).

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