The Zebrafish Information Network
ZFIN (zfin.org) scores 79 out of 100 on Brand Analyzer, placing it in the Brand-Ready tier among Education brands, Other brands, in the 70th percentile of 21582 Education brands.
ZFIN (zfin.org) is a biological database dedicated to Danio rerio, the zebrafish model organism. It serves as a comprehensive, curated repository of genetic, genomic, and developmental information for the research community. Maintained for biomedical researchers, geneticists, and scientists who use zebrafish to study genetics, development, and disease, ZFIN provides a centralized, expertly curated source of experimental and phenotypic data supporting biomedical discovery and zebrafish research worldwide.
| Brand Name | ZFIN |
|---|---|
| Domain | zfin.org |
| Industry | Education, Other |
| Main Competitors | Mouse Genome Informatics, FlyBase (73/100), WormBase (66/100), Saccharomyces Genome Database (71/100), Rat Genome Database, Xenbase (73/100) |
Moz Domain Authority 51/100 vs category average 47 / leader 99 - a strong backlink profile, so AI systems frequently encounter mentions of the brand.
Ranked #158,542 on the Tranco list of most-visited sites - modest traffic makes the brand easy for AI models to overlook.
ZFIN 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 provide the research community with a comprehensive, curated database of zebrafish genetic, genomic, and developmental information." (No meta description) - this is the summary AI engines are most likely to quote.
Structured data on the homepage: No structured data or Open Graph tags detected. 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: Nginx.
Social footprint: verified profiles on LinkedIn, Facebook, Instagram, YouTube, GitHub; no detected presence on X (Twitter) - consistent profiles reinforce the brand's identity across the web.
0 Reddit mentions - community discussion signals real-world reputation to AI models.
Live results from asking a general-purpose AI assistant about the brand, checked October 2026.
When asked "What is ZFIN?", Claude could identify the brand as of October 2026. ZFIN, the Zebrafish Information Network, is a database and model organism resource maintained by the University of Oregon that curates genetic, genomic, and phenotypic data on zebrafish for the research community. Best known for Being the primary online database and repository for zebrafish genetics and developmental biology research.
When asked "Best brands similar to ZFIN?", Claude would recommend ZFIN as of October 2026. It's a well known, essential resource for researchers working with zebrafish as a model organism, so it would come up for anyone asking about bioinformatics or model organism databases.
Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.
ZFIN's main competitors in Education: FlyBase (73/100), WormBase (66/100), Saccharomyces Genome Database (71/100), Xenbase (73/100).
Sources: Brand Analyzer scan
ZFIN offers a curated database containing genetic, genomic, phenotypic, and developmental information on zebrafish, supporting biomedical and genetic research.
Sources: ZFIN official site
ZFIN is a biological database focused on Danio rerio (zebrafish), providing curated genetic, genomic, and developmental information for the research community.
Sources: ZFIN official site
ZFIN has limited AI-search visibility, scoring 48/100 on Brand Analyzer's AI visibility composite (visibility 60, trust 26, recommendation 53). This estimates how likely AI engines like ChatGPT, Claude, Gemini and Perplexity are to know, trust, and recommend the brand.
Sources: ZFIN official site
ZFIN curates and provides access to comprehensive data on zebrafish genetics, genomics, and development, serving as a centralized resource for researchers studying this model organism.
Sources: ZFIN official site
ZFIN scores 53/100 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; a Wikipedia presence helps.
Sources: ZFIN official site
ZFIN is used by biomedical researchers, geneticists, and scientists who study genetics, development, and disease using zebrafish as a model organism.
Sources: ZFIN official site
ZFIN is known for being the authoritative, community-driven database for zebrafish research, offering curated genetic, phenotypic, and experimental data used in biomedical studies.
Sources: ZFIN official site
ZFIN 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: ZFIN official site
ZFIN scores 48/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.
ZFIN has a limited AI-visibility profile at 48/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is visibility (60/100) and its weakest is trust (26/100). It benefits from a recognised Wikipedia company entity, a Wikidata knowledge-graph entry and a global traffic rank of #158,542 (Tranco). The main gaps holding it back: thin schema.org structured data and no llms.txt to steer AI to its best pages. In a live check, Claude could already identify ZFIN from memory (October 2026) - a sign these signals are paying off.
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.
Ranked closest to ZFIN: Zero Waste Home (79/100), Youth With A Mission (YWAM) (79/100), ZonMw (79/100), Zorin (79/100).
A step up - brands to learn from: Zymo Research (81/100), Zutobi (81/100).
Category leader: Canva (97/100).
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