ICSD Brand Score: 61/100 - Developing tier

The World's Largest Inorganic Crystal Database

ICSD (fiz-karlsruhe.de) scores 61 out of 100 on Brand Analyzer, placing it in the Developing tier among Education brands, Technology brands, Other brands, in the 6th percentile of 13909 Education brands.

AI Snapshot

ICSD (Inorganic Crystal Structure Database) is a chemical database specializing in inorganic crystal structures, hosted by FIZ Karlsruhe. It contains fully identified inorganic crystal structure records dating back to 1913, with quality checks ensuring data accuracy. The database grows by approximately 12,000 new structures annually and serves as a resource for scientific researchers, academics, and industrial professionals requiring reliable structural data for research and development purposes.

Key facts about ICSD
Brand NameICSD
Domainfiz-karlsruhe.de
IndustryEducation, Technology
Founded1913
Parent Company / OwnerFIZ Karlsruhe
Main CompetitorsCambridge Structural Database, Crystallography Open Database (46/100), Materials Project, Pauling File (54/100), AtomWork (39/100)

Evidence

Moz Domain Authority 48/100 vs category average 49 / leader 99 - 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 "ICSD - the world" (Meta description too short (4 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.

Detected tech stack: PHP, Apache, Drupal.

Social footprint: verified profiles on Facebook, Instagram; no detected presence on X (Twitter), LinkedIn, 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 ICSD?

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

When asked "What is ICSD?", Claude could identify the brand as of September 2026. ICSD, the Inorganic Crystal Structure Database, is maintained by FIZ Karlsruhe and is the world's largest database of fully identified inorganic crystal structures, used extensively by chemists, materials scientists, and physicists for research and structure determination. Best known for being the definitive database of inorganic crystal structure data used in materials science and chemistry research.

When asked "Best brands similar to ICSD?", Claude would recommend ICSD as of September 2026. It's a standard, widely cited reference resource in crystallography and materials science, so I'd mention it if someone asked about scientific databases in that field.

People Also Ask About ICSD

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

Who are ICSD's main competitors?

ICSD's main competitors in Education: Crystallography Open Database (46/100), Pauling File (54/100), AtomWork (39/100).

Sources: Brand Analyzer scan

What products or services does ICSD offer?

ICSD offers a database service providing access to inorganic crystal structure data. This includes structural records dating back to 1913, quality-checked entries ensuring data accuracy, and regular updates that add approximately 12,000 new structures each year. The service is designed for searching and retrieving crystallographic information for research and industrial applications.

Sources: ICSD official site

What is ICSD?

ICSD, or the Inorganic Crystal Structure Database, is a chemical database specializing in fully identified inorganic crystal structures. It is maintained and provided by FIZ Karlsruhe and contains structural records dating back to 1913. The database is designed to serve as a comprehensive and quality-assured resource for inorganic crystallography data used in scientific and industrial research.

Sources: ICSD official site

What does ICSD do?

ICSD compiles, verifies, and provides access to inorganic crystal structure data for use by researchers and industry professionals. It collects fully identified crystal structures, subjects them to quality checks to ensure accuracy and reliability, and continuously updates its collection with new structures-adding approximately 12,000 annually. This allows users to search, retrieve, and analyze structural data for scientific research and industrial applications.

Sources: ICSD official site

Does ChatGPT recommend ICSD?

ICSD scores 60/100 on Brand Analyzer's AI recommendation signal, indicating it is reasonably likely to be surfaced when AI assistants like ChatGPT suggest Education options. Recommendation depends on crawlability, structured data, and category authority.

Sources: ICSD official site

What is ICSD known for?

ICSD is known for being the world's largest and highest-quality database of completely identified inorganic crystal structures. It is recognized for the depth of its historical records, dating back to 1913, and for its rigorous quality-checking processes that ensure the accuracy and reliability of its structural data.

Sources: ICSD official site

Is ICSD trustworthy?

Based on the available facts, ICSD emphasizes rigorous quality checks to ensure the accuracy and reliability of its inorganic crystal structure data, positioning itself as a quality-assured and leading source in its field. This focus on data verification and its long-standing historical records (dating back to 1913) support its reputation as a trustworthy resource for scientific and industrial users.

Sources: ICSD official site

How can ICSD improve its AI discoverability?

ICSD 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: ICSD official site

Who uses ICSD?

ICSD is used by scientific researchers, academics, and industrial professionals who require accurate and comprehensive inorganic crystal structure data for research and development purposes. This includes those working in fields such as chemistry, materials science, and related disciplines that rely on crystallographic data.

Sources: ICSD official site

Recommendations

AI visibility

ICSD scores 30/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.

ICSD has a weak AI-visibility profile at 30/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is recommendation likelihood (60/100) and its weakest is visibility (15/100). It benefits from a Wikidata knowledge-graph entry, a Moz Domain Authority of 48/100 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, thin schema.org structured data and no llms.txt to steer AI to its best pages. In a live check, Claude could already identify ICSD from memory (September 2026) - a sign these signals are paying off.

Visibility - 15/100

Trust - 26/100

Recommendation likelihood - 60/100

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 ICSD: Fine Arts Museums of San Francisco (de Young and Legion of Honor) (61/100), EventBeep (61/100), VGU Jaipur (61/100), Geo Supplies Ltd (61/100).

A step up - brands to learn from: Ziyouz (71/100), ZiyoNET (71/100).

Category leader: Canva (97/100).

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